Arxiv今日论文 | 2025-02-18

本篇博文主要内容为 2025-02-18 从Arxiv.org论文网站获取的最新论文列表，自动更新，按照NLP、CV、ML、AI、IR五个大方向区分，若需要邮件定时接收，请在评论区留下你的邮箱号。

说明：每日论文数据从Arxiv.org获取，每天早上12:00左右定时自动更新。

友情提示: 如何您需要邮箱接收每日论文数据，请在评论处留下你的邮箱。

目录

• 概览
• 自然语言处理CL
• 人工智能AI
• 机器学习LG
• 计算机视觉CV
• 信息检索IR

概览 (2025-02-18)

今日共更新750篇论文,其中:

• 自然语言处理共242篇(Computation and Language (cs.CL))
• 人工智能共246篇(Artificial Intelligence (cs.AI))
• 计算机视觉共129篇(Computer Vision and Pattern Recognition (cs.CV))
• 机器学习共204篇(Machine Learning (cs.LG))

自然语言处理

[NLP-0] Idiosyncrasies in Large Language Models

链接: https://arxiv.org/abs/2502.12150
作者: Mingjie Sun,Yida Yin,Zhiqiu Xu,J. Zico Kolter,Zhuang Liu
机构: 未知
类目: Computation and Language (cs.CL)
备注: Website at this https URL

点击查看摘要

[NLP-1] HARBOR: Exploring Persona Dynamics in Multi-Agent Competition

链接: https://arxiv.org/abs/2502.12149
作者: Kenan Jiang,Li Xiong,Fei Liu
机构: 未知
类目: Multiagent Systems (cs.MA); Artificial Intelligence (cs.AI); Computation and Language (cs.CL)
备注:

点击查看摘要

[NLP-2] REVERSUM: A Multi-staged Retrieval-Augmented Generation Method to Enhance Wikipedia Tail Biographies through Personal Narratives COLING2025

链接: https://arxiv.org/abs/2502.12137
作者: Sayantan Adak,Pauras Mangesh Meher,Paramita Das,Animesh Mukherjee
机构: IIT, Kharagpur (印度理工学院，克勒格布尔)
类目: Computation and Language (cs.CL); Information Retrieval (cs.IR)
备注: Accepted at COLING2025 Industry Track

点击查看摘要

[NLP-3] SoftCoT: Soft Chain-of-Thought for Efficient Reasoning with LLM s

链接: https://arxiv.org/abs/2502.12134
作者: Yige Xu,Xu Guo,Zhiwei Zeng,Chunyan Miao
机构: Joint NTU-UBC Research Centre of Excellence in Active Living for the Elderly (联合NTU-UBC活跃生活卓越研究中心);
College of Computing and Data Science (计算与数据科学学院);
Nanyang Technological University (南洋理工大学)
类目: Computation and Language (cs.CL)
备注:

点击查看摘要

[NLP-4] RA-MTR: A Retrieval Augmented Multi-Task Reader based Approach for Inspirational Quote Extraction from Long Documents COLING2025

链接: https://arxiv.org/abs/2502.12124
作者: Sayantan Adak,Animesh Mukherjee
机构: Indian Institute of Technology Kharagpur (印度理工学院克勒格布尔)
类目: Computation and Language (cs.CL)
备注: Accepted at COLING2025-MAIN

点击查看摘要

[NLP-5] On the Query Complexity of Verifier-Assisted Language Generation

链接: https://arxiv.org/abs/2502.12123
作者: Edoardo Botta,Yuchen Li,Aashay Mehta,Jordan T. Ash,Cyril Zhang,Andrej Risteski
机构: Carnegie Mellon University (卡内基梅隆大学); Microsoft Research NYC (微软研究院纽约)
类目: Computation and Language (cs.CL); Machine Learning (cs.LG)
备注:

点击查看摘要

[NLP-6] LLM s on the Line: Data Determines Loss-to-Loss Scaling Laws

链接: https://arxiv.org/abs/2502.12120
作者: Prasanna Mayilvahanan,Thaddäus Wiedemer,Sayak Mallick,Matthias Bethge,Wieland Brendel
机构: 未知
类目: Machine Learning (cs.LG); Artificial Intelligence (cs.AI); Computation and Language (cs.CL)
备注:

点击查看摘要

[NLP-7] PRISM: Self-Pruning Intrinsic Selection Method for Training-Free Multimodal Data Selection

链接: https://arxiv.org/abs/2502.12119
作者: Jinhe Bi,Yifan Wang,Danqi Yan,Xun Xiao,Artur Hecker,Volker Tresp,Yunpu Ma
机构: Ludwig Maximilian University of Munich(路德维希马克西米利安大学); Munich Research Center, Huawei Technologies(慕尼黑华为技术研究中心); Munich Center for Machine Learning(慕尼黑机器学习中心)
类目: Computer Vision and Pattern Recognition (cs.CV); Artificial Intelligence (cs.AI); Computation and Language (cs.CL)
备注:

点击查看摘要

[NLP-8] Scaling Test-Time Compute Without Verification or RL is Suboptimal

链接: https://arxiv.org/abs/2502.12118
作者: Amrith Setlur,Nived Rajaraman,Sergey Levine,Aviral Kumar
机构: Carnegie Mellon University (卡内基梅隆大学); UC Berkeley (加州大学伯克利分校); Carnegie Mellon University (卡内基梅隆大学)
类目: Machine Learning (cs.LG); Computation and Language (cs.CL)
备注:

点击查看摘要

[NLP-9] A-MEM: Agent ic Memory for LLM Agents

链接: https://arxiv.org/abs/2502.12110
作者: Wujiang Xu,Zujie Liang,Kai Mei,Hang Gao,Juntao Tan,Yongfeng Zhang
机构: Rutgers University; Ant Group; Salesforce Research
类目: Computation and Language (cs.CL); Human-Computer Interaction (cs.HC)
备注:

点击查看摘要

[NLP-10] Personality Structured Interview for Large Language Model Simulation in Personality Research

链接: https://arxiv.org/abs/2502.12109
作者: Pengda Wang,Huiqi Zou,Hanjie Chen,Tianjun Sun,Ziang Xiao,Frederick L. Oswald
机构: Department of Psychological Sciences, Rice University (心理科学系，莱斯大学); Department of Computer Science, Rice University (计算机科学系，莱斯大学); Department of Computer Science, Johns Hopkins University (计算机科学系，约翰斯·霍普金斯大学)
类目: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
备注: 41 Pages, 30 Tables, 5 Figures

点击查看摘要

[NLP-11] A Study on Leverag ing Search and Self-Feedback for Agent Reasoning

链接: https://arxiv.org/abs/2502.12094
作者: Karthikeyan K,Michelle Yuan,Elman Mansimov,Katerina Margatina,Anurag Pratik,Daniele Bonadiman,Monica Sunkara,Yi Zhang,Yassine Benajiba
机构: Amazon Web Services (亚马逊网络服务); Duke University (杜克大学)
类目: Artificial Intelligence (cs.AI); Computation and Language (cs.CL)
备注: Under review

点击查看摘要

[NLP-12] APB: Accelerating Distributed Long-Context Inference by Passing Compressed Context Blocks across GPUs

链接: https://arxiv.org/abs/2502.12085
作者: Yuxiang Huang,Mingye Li,Xu Han,Chaojun Xiao,Weilin Zhao,Sun Ao,Hao Zhou,Jie Zhou,Zhiyuan Liu,Maosong Sun
机构: NLP Group, DCST, IAI, BNRIST, Tsinghua University (清华大学); Department of CS&T, Central South University (中南大学); BUPT (北京邮电大学); Pattern Recognition Center, WeChat Al, Tencent Inc. (微信AI，腾讯公司)
类目: Machine Learning (cs.LG); Computation and Language (cs.CL)
备注: Preprint

点击查看摘要

[NLP-13] VLM2-Bench: A Closer Look at How Well VLMs Implicitly Link Explicit Matching Visual Cues

链接: https://arxiv.org/abs/2502.12084
作者: Jianshu Zhang,Dongyu Yao,Renjie Pi,Paul Pu Liang,Yi R.(May)Fung
机构: HKUST(香港科技大学); CMU(卡内基梅隆大学); MIT(麻省理工学院)
类目: Computation and Language (cs.CL)
备注: Project Page: this https URL

点击查看摘要

[NLP-14] AdaSplash: Adaptive Sparse Flash Attention

链接: https://arxiv.org/abs/2502.12082
作者: Nuno Gonçalves,Marcos Treviso,André F. T. Martins
机构: 未知
类目: Computation and Language (cs.CL); Machine Learning (cs.LG)
备注:

点击查看摘要

[NLP-15] Unhackable Temporal Rewarding for Scalable Video MLLM s ICLR2025

链接: https://arxiv.org/abs/2502.12081
作者: En Yu,Kangheng Lin,Liang Zhao,Yana Wei,Zining Zhu,Haoran Wei,Jianjian Sun,Zheng Ge,Xiangyu Zhang,Jingyu Wang,Wenbing Tao
机构: Huazhong University of Science and Technology (华中科技大学); Beijing University of Posts and Telecommunications (北京邮电大学); StepFun; Johns Hopkins University (约翰斯·霍普金斯大学); University of Chinese Academy of Sciences (中国科学院大学)
类目: Computer Vision and Pattern Recognition (cs.CV); Computation and Language (cs.CL)
备注: Accepted by ICLR2025. Project Page: this https URL

点击查看摘要

[NLP-16] Can LLM s Simulate Social Media Engagement? A Study on Action-Guided Response Generation

链接: https://arxiv.org/abs/2502.12073
作者: Zhongyi Qiu,Hanjia Lyu,Wei Xiong,Jiebo Luo
机构: School of Computational Science and Engineering, Georgia Institute of Technology (计算科学与工程学院, 佐治亚理工学院); Department of Computer Science, University of Rochester (计算机科学系, 罗彻斯特大学)
类目: Computation and Language (cs.CL)
备注:

点击查看摘要

[NLP-17] okenSkip: Controllable Chain-of-Thought Compression in LLM s

链接: https://arxiv.org/abs/2502.12067
作者: Heming Xia,Yongqi Li,Chak Tou Leong,Wenjie Wang,Wenjie Li
机构: Department of Computing, The Hong Kong Polytechnic University (香港理工大学计算学系); University of Science and Technology of China (中国科学技术大学)
类目: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
备注:

点击查看摘要

[NLP-18] Formalizing Complex Mathematical Statements with LLM s: A Study on Mathematical Definitions

链接: https://arxiv.org/abs/2502.12065
作者: Lan Zhang,Marco Valentino,Andre Freitas
机构: Department of Computer Science, University of Manchester (曼彻斯特大学); Idiap Research Institute (IDIAP研究所); National Biomarker Centre, CRUK Manchester Institute (国家生物标志物中心, CRUK曼彻斯特研究所)
类目: Computation and Language (cs.CL); Formal Languages and Automata Theory (cs.FL)
备注:

点击查看摘要

[NLP-19] AI-generated Text Detection with a GLTR-based Approach

链接: https://arxiv.org/abs/2502.12064
作者: Lucía Yan Wu,Isabel Segura-Bedmar
机构: Universidad Carlos III de Madrid (马德里卡洛斯三世大学)
类目: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
备注:

点击查看摘要

[NLP-20] Culture is Not Trivia: Sociocultural Theory for Cultural NLP

链接: https://arxiv.org/abs/2502.12057
作者: Naitian Zhou,David Bamman,Isaac L. Bleaman
机构: School of Information, University of California, Berkeley (信息学院，加州大学伯克利分校); Department of Linguistics, University of California, Berkeley (语言学系，加州大学伯克利分校)
类目: Computation and Language (cs.CL); Computers and Society (cs.CY)
备注: In submission

点击查看摘要

[NLP-21] Designing Role Vectors to Improve LLM Inference Behaviour

链接: https://arxiv.org/abs/2502.12055
作者: Daniele Potertì,Andrea Seveso,Fabio Mercorio
机构: Dept of Statistics and Quantitative Methods, University of Milano-Bicocca(米兰大学比可卡分校), Italy; Dept of Economics, Management and Statistics, University of Milano-Bicocca(米兰大学比可卡分校), Italy; CRISP Research Centre crispresearch.eu, University of Milano-Bicocca(米兰大学比可卡分校), Italy
类目: Computation and Language (cs.CL)
备注: Submitted to ARR 2025 February cycle

点击查看摘要

[NLP-22] A Dual-Perspective NLG Meta-Evaluation Framework with Automatic Benchmark and Better Interpretability

链接: https://arxiv.org/abs/2502.12052
作者: Xinyu Hu,Mingqi Gao,Li Lin,Zhenghan Yu,Xiaojun Wan
机构: Wangxuan Institute of Computer Technology, Peking University (王选计算机技术研究所,北京大学)
类目: Computation and Language (cs.CL)
备注: 23 pages

点击查看摘要

[NLP-23] How to Upscale Neural Networks with Scaling Law? A Survey and Practical Guidelines

链接: https://arxiv.org/abs/2502.12051
作者: Ayan Sengupta,Yash Goel,Tanmoy Chakraborty
机构: Indian Institute of Technology Delhi (印度理工学院德里分校)
类目: Computation and Language (cs.CL); Machine Learning (cs.LG)
备注: 20 pages, 8 tables, 4 figures

点击查看摘要

[NLP-24] SpeechT: Findings of the First Mentorship in Speech Translation

链接: https://arxiv.org/abs/2502.12050
作者: Yasmin Moslem,Juan Julián Cea Morán,Mariano Gonzalez-Gomez,Muhammad Hazim Al Farouq,Farah Abdou,Satarupa Deb
机构: 未知
类目: Computation and Language (cs.CL); Sound (cs.SD)
备注:

点击查看摘要

[NLP-25] SafeChain: Safety of Language Models with Long Chain-of-Thought Reasoning Capabilities

链接: https://arxiv.org/abs/2502.12025
作者: Fengqing Jiang,Zhangchen Xu,Yuetai Li,Luyao Niu,Zhen Xiang,Bo Li,Bill Yuchen Lin,Radha Poovendran
机构: 未知
类目: Artificial Intelligence (cs.AI); Computation and Language (cs.CL)
备注:

点击查看摘要

[NLP-26] aching LLM s According to Their Aptitude: Adaptive Reasoning for Mathematical Problem Solving

链接: https://arxiv.org/abs/2502.12022
作者: Xin Xu,Yan Xu,Tianhao Chen,Yuchen Yan,Chengwu Liu,Zaoyu Chen,Yufei Wang,Yichun Yin,Yasheng Wang,Lifeng Shang,Qun Liu
机构: The Hong Kong University of Science and Technology (香港科技大学); Huawei Noah’s Ark Lab (华为诺亚方舟实验室); Zhejiang University (浙江大学); Peking University (北京大学); The Hong Kong Polytechnic University (香港理工大学)
类目: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
备注: 8 pages

点击查看摘要

[NLP-27] Atom of Thoughts for Markov LLM Test-Time Scaling

链接: https://arxiv.org/abs/2502.12018
作者: Fengwei Teng,Zhaoyang Yu,Quan Shi,Jiayi Zhang,Chenglin Wu,Yuyu Luo
机构: The Hong Kong University of Science and Technology (Guangzhou)(香港科技大学（广州）); DeepWisdom(深智科技); Renmin University of China(中国人民大学)
类目: Computation and Language (cs.CL); Artificial Intelligence (cs.AI); Machine Learning (cs.LG)
备注:

点击查看摘要

[NLP-28] Demographic Attributes Prediction from Speech Using WavLM Embeddings

链接: https://arxiv.org/abs/2502.12007
作者: Yuchen Yang,Thomas Thebaud,Najim Dehak
机构: Johns Hopkins University(约翰霍普金斯大学)
类目: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
备注: 6 pages, accepted by The Conference on Information Sciences and Systems (CISS)

点击查看摘要

[NLP-29] Merging Language and Domain Specific Models: The Impact on Technical Vocabulary Acquisition

链接: https://arxiv.org/abs/2502.12001
作者: Thibault Rousset,Taisei Kakibuchi,Yusuke Sasaki,Yoshihide Nomura
机构: 未知
类目: Computation and Language (cs.CL); Machine Learning (cs.LG)
备注: Presented at the 263rd IPSJ-NL Workshop

点击查看摘要

[NLP-30] Presumed Cultural Identity: How Names Shape LLM Responses

链接: https://arxiv.org/abs/2502.11995
作者: Siddhesh Pawar,Arnav Arora,Lucie-Aimée Kaffee,Isabelle Augenstein
机构: University of Copenhagen (哥本哈根大学); Hugging Face (Hugging Face)
类目: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
备注: 23 Pages, 13 Figures, 4 Tables

点击查看摘要

[NLP-31] Generating Text from Uniform Meaning Representation

链接: https://arxiv.org/abs/2502.11973
作者: Emma Markle,Reihaneh Iranmanesh,Shira Wein
机构: Amherst College
类目: Computation and Language (cs.CL)
备注:

点击查看摘要

[NLP-32] Navigating the Helpfulness-Truthfulness Trade-Off with Uncertainty-Aware Instruction Fine-Tuning

链接: https://arxiv.org/abs/2502.11962
作者: Tianyi Wu,Jingwei Ni,Bryan Hooi,Jiaheng Zhang,Elliott Ash,See-Kiong Ng,Mrinmaya Sachan,Markus Leippold
机构: National University of Singapore(新加坡国立大学); ETH Zürich(苏黎世联邦理工学院); University of Zürich(苏黎世大学); Swiss Finance Institute (SFI)(瑞士金融研究院)
类目: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
备注:

点击查看摘要

[NLP-33] Can Your Uncertainty Scores Detect Hallucinated Entity?

链接: https://arxiv.org/abs/2502.11948
作者: Min-Hsuan Yeh,Max Kamachee,Seongheon Park,Yixuan Li
机构: Department of Computer Sciences, University of Wisconsin-Madison (计算机科学系, 威斯康星大学麦迪逊分校)
类目: Computation and Language (cs.CL)
备注:

点击查看摘要

[NLP-34] Step-Audio: Unified Understanding and Generation in Intelligent Speech Interaction

链接: https://arxiv.org/abs/2502.11946
作者: Ailin Huang,Boyong Wu,Bruce Wang,Chao Yan,Chen Hu,Chengli Feng,Fei Tian,Feiyu Shen,Jingbei Li,Mingrui Chen,Peng Liu,Ruihang Miao,Wang You,Xi Chen,Xuerui Yang,Yechang Huang,Yuxiang Zhang,Zheng Gong,Zixin Zhang,Brian Li,Changyi Wan,Hanpeng Hu,Ranchen Ming,Song Yuan,Xuelin Zhang,Yu Zhou,Bingxin Li,Buyun Ma,Kang An,Wei Ji,Wen Li,Xuan Wen,Yuankai Ma,Yuanwei Liang,Yun Mou,Bahtiyar Ahmidi,Bin Wang,Bo Li,Changxin Miao,Chen Xu,Chengting Feng,Chenrun Wang,Dapeng Shi,Deshan Sun,Dingyuan Hu,Dula Sai,Enle Liu,Guanzhe Huang,Gulin Yan,Heng Wang,Haonan Jia,Haoyang Zhang,Jiahao Gong,Jianchang Wu,Jiahong Liu,Jianjian Sun,Jiangjie Zhen,Jie Feng,Jie Wu,Jiaoren Wu,Jie Yang,Jinguo Wang,Jingyang Zhang,Junzhe Lin,Kaixiang Li,Lei Xia,Li Zhou,Longlong Gu,Mei Chen,Menglin Wu,Ming Li,Mingxiao Li,Mingyao Liang,Na Wang,Nie Hao,Qiling Wu,Qinyuan Tan,Shaoliang Pang,Shiliang Yang,Shuli Gao,Siqi Liu,Sitong Liu,Tiancheng Cao,Tianyu Wang,Wenjin Deng,Wenqing He,Wen Sun,Xin Han,Xiaomin Deng,Xiaojia Liu,Xu Zhao,Yanan Wei,Yanbo Yu,Yang Cao,Yangguang Li,Yangzhen Ma,Yanming Xu,Yaqiang Shi,Yilei Wang,Yinmin Zhong
机构: 未知
类目: Computation and Language (cs.CL); Artificial Intelligence (cs.AI); Human-Computer Interaction (cs.HC); Sound (cs.SD); Audio and Speech Processing (eess.AS)
备注:

点击查看摘要

[NLP-35] On Representational Dissociation of Language and Arithmetic in Large Language Models

链接: https://arxiv.org/abs/2502.11932
作者: Riku Kisako,Tatsuki Kuribayashi,Ryohei Sasano
机构: Nagoya University(名古屋大学), Japan; Mohamed bin Zayed University of Artificial Intelligence(穆罕默德·本·扎耶德人工智能大学)
类目: Computation and Language (cs.CL)
备注:

点击查看摘要

[NLP-36] BRIGHTER: BRIdging the Gap in Human-Annotated Textual Emotion Recognition Datasets for 28 Languages

链接: https://arxiv.org/abs/2502.11926
作者: Shamsuddeen Hassan Muhammad,Nedjma Ousidhoum,Idris Abdulmumin,Jan Philip Wahle,Terry Ruas,Meriem Beloucif,Christine de Kock,Nirmal Surange,Daniela Teodorescu,Ibrahim Said Ahmad,David Ifeoluwa Adelani,Alham Fikri Aji,Felermino D. M. A. Ali,Ilseyar Alimova,Vladimir Araujo,Nikolay Babakov,Naomi Baes,Ana-Maria Bucur,Andiswa Bukula,Guanqun Cao,Rodrigo Tufino Cardenas,Rendi Chevi,Chiamaka Ijeoma Chukwuneke,Alexandra Ciobotaru,Daryna Dementieva,Murja Sani Gadanya,Robert Geislinger,Bela Gipp,Oumaima Hourrane,Oana Ignat,Falalu Ibrahim Lawan,Rooweither Mabuya,Rahmad Mahendra,Vukosi Marivate,Andrew Piper,Alexander Panchenko,Charles Henrique Porto Ferreira,Vitaly Protasov,Samuel Rutunda,Manish Shrivastava,Aura Cristina Udrea,Lilian Diana Awuor Wanzare,Sophie Wu,Florian Valentin Wunderlich,Hanif Muhammad Zhafran,Tianhui Zhang,Yi Zhou,Saif M. Mohammad
机构: Imperial College London(帝国理工学院); Bayero University Kano; Cardiff University; DSFI; University of Pretoria; University of Göttingen; Uppsala University; University of Melbourne; IIIT Hyderabad; University of Alberta; MILA; McGill University; Canada CIFAR AI Chair; MBZUAI; LIACC, FEUP, University of Porto; Sailplane AI; University of Santiago de Compostela; University of Bucharest; Universitat Politècnica de València; SADiLaR; University of York; Universidad Politécnica Salesiana; Lancaster University; Technical University of Munich; Hamburg University; Al Akhawayn University; Santa Clara University; Kaduna State University; Universitas Indonesia; Skoltech; Centro Universitário FEI; Digital Umuganda; National University of Science and Technology Politehnica Bucharest; Maseno University; Institut Teknologi Bandung; University of Liverpool; National Research Council Canada
类目: Computation and Language (cs.CL)
备注: 20 pages, under review

点击查看摘要

[NLP-37] From Text to Trust: Empowering AI-assisted Decision Making with Adaptive LLM -powered Analysis

链接: https://arxiv.org/abs/2502.11919
作者: Zhuoyan Li,Hangxiao Zhu,Zhuoran Lu,Ziang Xiao,Ming Yin
机构: Purdue University(普渡大学); Texas A&M University(德州农工大学); Johns Hopkins University(约翰斯·霍普金斯大学)
类目: Human-Computer Interaction (cs.HC); Computation and Language (cs.CL)
备注: CHI 2025

点击查看摘要

[NLP-38] EssayJudge: A Multi-Granular Benchmark for Assessing Automated Essay Scoring Capabilities of Multimodal Large Language Models

链接: https://arxiv.org/abs/2502.11916
作者: Jiamin Su,Yibo Yan,Fangteng Fu,Han Zhang,Jingheng Ye,Xiang Liu,Jiahao Huo,Huiyu Zhou,Xuming Hu
机构: The Hong Kong University of Science and Technology (Guangzhou); Guangxi Zhuang Autonomous Region Big Data Research Institute; The Hong Kong University of Science and Technology; Tsinghua University
类目: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
备注: JS and YY are co-first authors. XH is the corresponding author

点击查看摘要

[NLP-39] MMRC: A Large-Scale Benchmark for Understanding Multimodal Large Language Model in Real-World Conversation

链接: https://arxiv.org/abs/2502.11903
作者: Haochen Xue,Feilong Tang,Ming Hu,Yexin Liu,Qidong Huang,Yulong Li,Chengzhi Liu,Zhongxing Xu,Chong Zhang,Chun-Mei Feng,Yutong Xie,Imran Razzak,Zongyuan Ge,Jionglong Su,Junjun He,Yu Qiao
机构: Shanghai Artificial Intelligence Laboratory (上海人工智能实验室); Xi’an Jiaotong-Liverpool University (西安交通大学利物浦大学); Monash University (蒙纳士大学); MBZUAI (MBZUAI); HKUST (香港科技大学); USTC (中国科学技术大学); IHPC, ASTAR (IHPC, ASTAR)
类目: Computation and Language (cs.CL)
备注:

点击查看摘要

[NLP-40] Building A Proof-Oriented Programmer That Is 64% Better Than GPT -4o Under Data Scarsity

链接: https://arxiv.org/abs/2502.11901
作者: Dylan Zhang,Justin Wang,Tianran Sun
机构: University of Illinois Urbana-Champaign; University of Chicago; Shanghai Jiaotong University
类目: Computation and Language (cs.CL); Programming Languages (cs.PL); Software Engineering (cs.SE)
备注:

点击查看摘要

[NLP-41] Revisiting Classification Taxonomy for Grammatical Errors

链接: https://arxiv.org/abs/2502.11890
作者: Deqing Zou,Jingheng Ye,Yulu Liu,Yu Wu,Zishan Xu,Yinghui Li,Hai-Tao Zheng,Bingxu An,Zhao Wei,Yong Xu
机构: 未知
类目: Computation and Language (cs.CL)
备注: 30 pages, 4 figures and 5 tables

点击查看摘要

[NLP-42] LIMR: Less is More for RL Scaling

链接: https://arxiv.org/abs/2502.11886
作者: Xuefeng Li,Haoyang Zou,Pengfei Liu
机构: SJTU; SII(GAIR)
类目: Machine Learning (cs.LG); Artificial Intelligence (cs.AI); Computation and Language (cs.CL)
备注: 6pages

点击查看摘要

[NLP-43] Leverag ing Dual Process Theory in Language Agent Framework for Real-time Simultaneous Human-AI Collaboration

链接: https://arxiv.org/abs/2502.11882
作者: Shao Zhang,Xihuai Wang,Wenhao Zhang,Chaoran Li,Junru Song,Tingyu Li,Lin Qiu,Xuezhi Cao,Xunliang Cai,Wen Yao,Weinan Zhang,Xinbing Wang,Ying Wen
机构: Shanghai Jiao Tong University(上海交通大学); Meituan(美团); Intelligent Game and Decision Laboratory(智能游戏与决策实验室)
类目: Artificial Intelligence (cs.AI); Computation and Language (cs.CL); Human-Computer Interaction (cs.HC); Machine Learning (cs.LG); Multiagent Systems (cs.MA)
备注: Preprint under review

点击查看摘要

[NLP-44] Hypothesis-Driven Theory-of-Mind Reasoning for Large Language Models

链接: https://arxiv.org/abs/2502.11881
作者: Hyunwoo Kim,Melanie Sclar,Tan Zhi-Xuan,Lance Ying,Sydney Levine,Yang Liu,Joshua B. Tenenbaum,Yejin Choi
机构: University of Washington(华盛顿大学); MIT(麻省理工学院); Harvard University(哈佛大学); Allen Institute for AI(艾伦人工智能研究所); Amazon(亚马逊); Stanford University(斯坦福大学)
类目: Artificial Intelligence (cs.AI); Computation and Language (cs.CL)
备注:

点击查看摘要

[NLP-45] Bitnet.cpp: Efficient Edge Inference for Ternary LLM s

链接: https://arxiv.org/abs/2502.11880
作者: Jinheng Wang,Hansong Zhou,Ting Song,Shijie Cao,Yan Xia,Ting Cao,Jianyu Wei,Shuming Ma,Hongyu Wang,Furu Wei
机构: Peking University (北京大学); University of Science and Technology of China (中国科学技术大学); Microsoft Research; University of Chinese Academy of Sciences (中国科学院大学)
类目: Machine Learning (cs.LG); Artificial Intelligence (cs.AI); Computation and Language (cs.CL); Distributed, Parallel, and Cluster Computing (cs.DC)
备注: 18 pages, 11 figures

点击查看摘要

[NLP-46] VAQUUM: Are Vague Quantifiers Grounded in Visual Data? ACL2025

链接: https://arxiv.org/abs/2502.11874
作者: Hugh Mee Wong,Rick Nouwen,Albert Gatt
机构: Utrecht University (乌特勒支大学)
类目: Computation and Language (cs.CL)
备注: Submitted to ARR ACL 2025, 12 pages for main paper (5 figures), 15 pages including appendix (2 figures)

点击查看摘要

[NLP-47] Southern Newswire Corpus: A Large-Scale Dataset of Mid-Century Wire Articles Beyond the Front Page

链接: https://arxiv.org/abs/2502.11866
作者: Michael McRae
机构: Trinity College Dublin(都柏林三一学院)
类目: Computation and Language (cs.CL)
备注:

点击查看摘要

[NLP-48] Understanding In-Context Machine Translation for Low-Resource Languages: A Case Study on Manchu

链接: https://arxiv.org/abs/2502.11862
作者: Renhao Pei,Yihong Liu,Peiqin Lin,François Yvon,Hinrich Schütze
机构: 未知
类目: Computation and Language (cs.CL)
备注: preprint

点击查看摘要

[NLP-49] Exploring Large Language Models in Healthcare: Insights into Corpora Sources Customization Strategies and Evaluation Metrics

链接: https://arxiv.org/abs/2502.11861
作者: Shuqi Yang,Mingrui Jing,Shuai Wang,Jiaxin Kou,Manfei Shi,Weijie Xing,Yan Hu,Zheng Zhu
机构: 未知
类目: Computation and Language (cs.CL)
备注: 45 pages, 1 figure, 5 tables

点击查看摘要

[NLP-50] Defining and Evaluating Visual Language Models Basic Spatial Abilities: A Perspective from Psychometrics

链接: https://arxiv.org/abs/2502.11859
作者: Wenrui Xu,Dalin Lyu,Weihang Wang,Jie Feng,Chen Gao,Yong Li
机构: School of Architecture, Tsinghua University(清华大学建筑学院); Department of Electronic Engineering, Tsinghua University(清华大学电子工程系); BNRist, Tsinghua University(清华大学BNRist)
类目: Computer Vision and Pattern Recognition (cs.CV); Computation and Language (cs.CL)
备注:

点击查看摘要

[NLP-51] LLM s as a synthesis between symbolic and continuous approaches to language

链接: https://arxiv.org/abs/2502.11856
作者: Gemma Boleda
机构: Universitat Pompeu Fabra (庞培法布拉大学) / ICREA
类目: Computation and Language (cs.CL)
备注: Under review

点击查看摘要

[NLP-52] Can LLM Agents Maintain a Persona in Discourse?

链接: https://arxiv.org/abs/2502.11843
作者: Pranav Bhandari,Nicolas Fay,Michael Wise,Amitava Datta,Stephanie Meek,Usman Naseem,Mehwish Nasim
机构: 未知
类目: Computation and Language (cs.CL); Artificial Intelligence (cs.AI); Social and Information Networks (cs.SI)
备注:

点击查看摘要

[NLP-53] xt Classification in the LLM Era - Where do we stand?

链接: https://arxiv.org/abs/2502.11830
作者: Sowmya Vajjala,Shwetali Shimangaud
机构: National Research Council (国家研究委员会); McGill University (麦吉尔大学)
类目: Computation and Language (cs.CL)
备注: Pre-print

点击查看摘要

[NLP-54] Code-Vision: Evaluating Multimodal LLM s Logic Understanding and Code Generation Capabilities

链接: https://arxiv.org/abs/2502.11829
作者: Hanbin Wang,Xiaoxuan Zhou,Zhipeng Xu,Keyuan Cheng,Yuxin Zuo,Kai Tian,Jingwei Song,Junting Lu,Wenhui Hu,Xueyang Liu
机构: Peking University; Northeastern University; Institute of Computing Technology, Chinese Academy of Sciences; University of Hong Kong
类目: Computation and Language (cs.CL); Artificial Intelligence (cs.AI); Software Engineering (cs.SE)
备注: 15 pages

点击查看摘要

[NLP-55] M-ABSA: A Multilingual Dataset for Aspect-Based Sentiment Analysis

链接: https://arxiv.org/abs/2502.11824
作者: Chengyan Wu,Bolei Ma,Yihong Liu,Zheyu Zhang,Ningyuan Deng,Yanshu Li,Baolan Chen,Yi Zhang,Barbara Plank,Yun Xue
机构: 未知
类目: Computation and Language (cs.CL)
备注:

点击查看摘要

[NLP-56] owards Understanding Fine-Tuning Mechanisms of LLM s via Circuit Analysis

链接: https://arxiv.org/abs/2502.11812
作者: Xu Wang,Yan Hu,Wenyu Du,Reynold Cheng,Benyou Wang,Difan Zou
机构: The University of Hong Kong; The Chinese University of Hong Kong, Shenzhen
类目: Computation and Language (cs.CL); Artificial Intelligence (cs.AI); Machine Learning (cs.LG)
备注: 25 pages

点击查看摘要

[NLP-57] FineFilter: A Fine-grained Noise Filtering Mechanism for Retrieval-Augmented Large Language Models

链接: https://arxiv.org/abs/2502.11811
作者: Qianchi Zhang,Hainan Zhang,Liang Pang,Hongwei Zheng,Yongxin Tong,Zhiming Zheng
机构: Beihang University(北京航空航天大学), China; Beijing Academy of Blockchain and Edge Computing(北京区块链与边缘计算研究院), China; Institute of Computing Technology, Chinese Academy of Sciences(中国科学院计算技术研究所), Beijing, China
类目: Computation and Language (cs.CL)
备注:

点击查看摘要

[NLP-58] Exploring Translation Mechanism of Large Language Models

链接: https://arxiv.org/abs/2502.11806
作者: Hongbin Zhang,Kehai Chen,Xuefeng Bai,Xiucheng Li,Min Zhang
机构: Institute of Computing and Intelligence, Harbin Institute of Technology(哈尔滨工业大学计算智能研究所), Shenzhen, China; Peng Cheng Laboratory(鹏城实验室), Shenzhen, China
类目: Computation and Language (cs.CL)
备注:

点击查看摘要

[NLP-59] able-Critic: A Multi-Agent Framework for Collaborative Criticism and Refinement in Table Reasoning

链接: https://arxiv.org/abs/2502.11799
作者: Peiying Yu,Guoxin Chen,Jingjing Wang
机构: Natural Language Processing Lab, Soochow University (苏州大学自然语言处理实验室); Institute of Computing Technology, Chinese Academy of Sciences (中国科学院计算技术研究所)
类目: Artificial Intelligence (cs.AI); Computation and Language (cs.CL)
备注:

点击查看摘要

[NLP-60] Personality Editing for Language Models through Relevant Knowledge Editing

链接: https://arxiv.org/abs/2502.11789
作者: Seojin Hwang,Yumin Kim,Byeongjeong Kim,Hwanhee Lee
机构: Department of Artificial Intelligence, Chung-Ang University(中央大学)
类目: Computation and Language (cs.CL)
备注: 15 pages, 3 figures, 16 tables

点击查看摘要

[NLP-61] Efficient Response Generation Method Selection for Fine-Tuning Large Language Models

链接: https://arxiv.org/abs/2502.11779
作者: Xuan Ren,Qi Chen,Lingqiao Liu
机构: University of Adelaide (阿德莱德大学)
类目: Computation and Language (cs.CL)
备注:

点击查看摘要

[NLP-62] he Validation Gap: A Mechanistic Analysis of How Language Models Compute Arithmetic but Fail to Validate It

链接: https://arxiv.org/abs/2502.11771
作者: Leonardo Bertolazzi,Philipp Mondorf,Barbara Plank,Raffaella Bernardi
机构: CIMeC and DISI, University of Trento(特伦托大学); MaiNLP, Center for Information and Language Processing, LMU Munich(慕尼黑大学); Munich Center for Machine Learning (MCML)(慕尼黑机器学习中心)
类目: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
备注: 34 pages, 31 figures

点击查看摘要

[NLP-63] From Selection to Generation: A Survey of LLM -based Active Learning

链接: https://arxiv.org/abs/2502.11767
作者: Yu Xia,Subhojyoti Mukherjee,Zhouhang Xie,Junda Wu,Xintong Li,Ryan Aponte,Hanjia Lyu,Joe Barrow,Hongjie Chen,Franck Dernoncourt,Branislav Kveton,Tong Yu,Ruiyi Zhang,Jiuxiang Gu,Nesreen K. Ahmed,Yu Wang,Xiang Chen,Hanieh Deilamsalehy,Sungchul Kim,Zhengmian Hu,Yue Zhao,Nedim Lipka,Seunghyun Yoon,Ting-Hao Kenneth Huang,Zichao Wang,Puneet Mathur,Soumyabrata Pal,Koyel Mukherjee,Zhehao Zhang,Namyong Park,Thien Huu Nguyen,Jiebo Luo,Ryan A. Rossi,Julian McAuley
机构: University of California San Diego; University of Wisconsin Madison; Carnegie Mellon University; University of Rochester; Adobe Research; Dolby Labs; Intel AI Research; University of Oregon; University of Southern California; Pennsylvania State University; Dartmouth College; Meta AI
类目: Machine Learning (cs.LG); Computation and Language (cs.CL)
备注:

点击查看摘要

[NLP-64] Warmup-Distill: Bridge the Distribution Mismatch between Teacher and Student before Knowledge Distillation

链接: https://arxiv.org/abs/2502.11766
作者: Zengkui Sun,Yijin Liu,Fandong Meng,Yufeng Chen,Jinan Xu,Jie Zhou
机构: Beijing Key Laboratory of Traffic Data Mining and Embodied Intelligence, Beijing Jiaotong University (北京交通大学交通数据挖掘与智能体实验室), Beijing, China; Pattern Recognition Center, WeChat AI, Tencent Inc (腾讯微信人工智能中心), China
类目: Computation and Language (cs.CL)
备注: 11 Pages, 4 figures, Code at this https URL

点击查看摘要

[NLP-65] ReviewEval: An Evaluation Framework for AI-Generated Reviews

链接: https://arxiv.org/abs/2502.11736
作者: Chavvi Kirtani,Madhav Krishan Garg,Tejash Prasad,Tanmay Singhal,Murari Mandal,Dhruv Kumar
机构: IIIT Delhi; KIIT Bhubaneswar; BITS Pilani
类目: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
备注: Under review: 8 pages, 2 figures, 2 tables, 3 pages for appendix

点击查看摘要

[NLP-66] MT-RAIG: Novel Benchmark and Evaluation Framework for Retrieval-Augmented Insight Generation over Multiple Tables

链接: https://arxiv.org/abs/2502.11735
作者: Kwangwook Seo,Donguk Kwon,Dongha Lee
机构: Yonsei University (延世大学) - DLI Lab
类目: Computation and Language (cs.CL)
备注: Work in progress

点击查看摘要

[NLP-67] Plant in Cupboard Orange on Table Book on Shelf. Benchmarking Practical Reasoning and Situation Modelling in a Text-Simulated Situated Environment

链接: https://arxiv.org/abs/2502.11733
作者: Jonathan Jordan,Sherzod Hakimov,David Schlangen
机构: University of Potsdam (波茨坦大学), Germany; German Research Center for Artificial Intelligence (DFKI) (德国人工智能研究中心), Berlin, Germany
类目: Computation and Language (cs.CL)
备注:

点击查看摘要

[NLP-68] “See the World Discover Knowledge”: A Chinese Factuality Evaluation for Large Vision Language Models

链接: https://arxiv.org/abs/2502.11718
作者: Jihao Gu,Yingyao Wang,Pi Bu,Chen Wang,Ziming Wang,Tengtao Song,Donglai Wei,Jiale Yuan,Yingxiu Zhao,Yancheng He,Shilong Li,Jiaheng Liu,Meng Cao,Jun Song,Yingshui Tan,Xiang Li,Wenbo Su,Zhicheng Zheng,Xiaoyong Zhu,Bo Zheng
机构: Alibaba Group (阿里集团)
类目: Computation and Language (cs.CL); Computer Vision and Pattern Recognition (cs.CV)
备注: 24 pages, 21 figures

点击查看摘要

[NLP-69] Ad-hoc Concept Forming in the Game Codenames as a Means for Evaluating Large Language Models

链接: https://arxiv.org/abs/2502.11707
作者: Sherzod Hakimov,Lara Pfennigschmidt,David Schlangen
机构: University of Potsdam (波茨坦大学); German Research Center for Artificial Intelligence (DFKI) (德国人工智能研究中心)
类目: Computation and Language (cs.CL)
备注:

点击查看摘要

[NLP-70] LLM Agents Making Agent Tools

链接: https://arxiv.org/abs/2502.11705
作者: Georg Wölflein,Dyke Ferber,Daniel Truhn,Ognjen Arandjelović,Jakob Nikolas Kather
机构: 未知
类目: Computation and Language (cs.CL); Artificial Intelligence (cs.AI); Machine Learning (cs.LG); Multiagent Systems (cs.MA)
备注:

点击查看摘要

[NLP-71] CMQCIC-Bench: A Chinese Benchmark for Evaluating Large Language Models in Medical Quality Control Indicator Calculation

链接: https://arxiv.org/abs/2502.11703
作者: Guangya Yu,Yanhao Li,Zongying Jiang,Yuxiong Jin,Li Dai,Yupian Lin,Ruihui Hou,Weiyan Zhang,Yongqi Fan,Qi Ye,Jingping Liu,Tong Ruan
机构: School of Information Science and Engineering, East China University of Science and Technology (华东理工大学信息科学与工程学院), Shanghai, China
类目: Computation and Language (cs.CL)
备注: 16 pages

点击查看摘要

[NLP-72] Improve LLM -as-a-Judge Ability as a General Ability

链接: https://arxiv.org/abs/2502.11689
作者: Jiachen Yu,Shaoning Sun,Xiaohui Hu,Jiaxu Yan,Kaidong Yu,Xuelong Li
机构: Department of Electronic Engineering, Tsinghua University (清华大学); School of Computer Science, Beijing University of Posts and Telecommunications (北京邮电大学); Institute of Artificial Intelligence, China Telecom (TeleAI) (中国电信人工智能研究院); Institute of Computing Technology, Chinese Academy of Sciences (中国科学院计算技术研究所)
类目: Computation and Language (cs.CL)
备注:

点击查看摘要

[NLP-73] From Isolates to Families: Using Neural Networks for Automated Language Affiliation

链接: https://arxiv.org/abs/2502.11688
作者: Frederic Blum,Steffen Herbold,Johann-Mattis List
机构: Department of Linguistic and Cultural Evolution, Max-Planck Institute for Evolutionary Anthropology (马克斯-普朗克进化人类学研究所); University of Passau (帕绍大学), Chair of Multilingual Computational Linguistics (多语种计算语言学系); University of Passau (帕绍大学), Chair of AI Engineering (人工智能工程系)
类目: Computation and Language (cs.CL)
备注: Submitted to the 63rd Annual Meeting of the Association for Computational Linguistics, Vienna, Austria

点击查看摘要

[NLP-74] MathFimer: Enhancing Mathematical Reasoning by Expanding Reasoning Steps through Fill-in-the-Middle Task

链接: https://arxiv.org/abs/2502.11684
作者: Yuchen Yan,Yongliang Shen,Yang Liu,Jin Jiang,Xin Xu,Mengdi Zhang,Jian Shao,Yueting Zhuang
机构: Zhejiang University (浙江大学); Meituan Group (美团集团); Peking University (北京大学); Hong Kong University of Science and Technology (香港科技大学)
类目: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
备注:

点击查看摘要

[NLP-75] RIDE: Enhancing Large Language Model Alignment through Restyled In-Context Learning Demonstration Exemplars

链接: https://arxiv.org/abs/2502.11681
作者: Yuncheng Hua,Lizhen Qu,Zhuang Li,Hao Xue,Flora D. Salim,Gholamreza Haffari
机构: Department of Data Science & AI, Monash University (蒙纳士大学), Australia; School of Computer Science Engineering, University of New South Wales (新南威尔士大学), Australia; School of Computing Technologies, Royal Melbourne Institute of Technology (皇家墨尔本理工大学), Australia
类目: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
备注: 37 pages, 1 figure, 20 tables; The paper is under review

点击查看摘要

[NLP-76] Exploring LLM -based Student Simulation for Metacognitive Cultivation

链接: https://arxiv.org/abs/2502.11678
作者: Haoxuan Li,Jifan Yu,Xin Cong,Yang Dang,Yisi Zhan,Huiqin Liu,Zhiyuan Liu
机构: Tsinghua University (清华大学)
类目: Computers and Society (cs.CY); Computation and Language (cs.CL)
备注: 12 pages, 8 figures

点击查看摘要

[NLP-77] owards Fully Exploiting LLM Internal States to Enhance Knowledge Boundary Perception

链接: https://arxiv.org/abs/2502.11677
作者: Shiyu Ni,Keping Bi,Jiafeng Guo,Lulu Yu,Baolong Bi,Xueqi Cheng
机构: CAS Key Lab of Network Data Science and Technology (网络数据科学与技术重点实验室), ICT, CAS (中国科学院计算技术研究所); University of Chinese Academy of Sciences (中国科学院大学)
类目: Computation and Language (cs.CL)
备注:

点击查看摘要

[NLP-78] Diversity-Oriented Data Augmentation with Large Language Models

链接: https://arxiv.org/abs/2502.11671
作者: Zaitian Wang,Jinghan Zhang,Xinhao Zhang,Kunpeng Liu,Pengfei Wang,Yuanchun Zhou
机构: Computer Network Information Center, CAS(中国科学院计算机网络信息中心); University of Chinese Academy of Sciences(中国科学院大学); Portland State University (波特蘭州立大學)
类目: Computation and Language (cs.CL); Artificial Intelligence (cs.AI); Machine Learning (cs.LG)
备注:

点击查看摘要

[NLP-79] Uncovering the Impact of Chain-of-Thought Reasoning for Direct Preference Optimization: Lessons from Text-to-SQL

链接: https://arxiv.org/abs/2502.11656
作者: Hanbing Liu,Haoyang Li,Xiaokang Zhang,Ruotong Chen,Haiyong Xu,Tian Tian,Qi Qi,Jing Zhang
机构: Gaoling School of Artificial Intelligence, Renmin University of China (高瓴人工智能学院,中国人民大学,北京,中国); School of Information, Renmin University of China (信息学院,中国人民大学,北京,中国); Key Laboratory of Data Engineering and Knowledge Engineering (数据工程与知识工程重点实验室,北京,中国); Engineering Research Center of Database and Business Intelligence (数据库与商务智能工程研究中心,北京,中国); China Mobile Information Technology Center (中国移动信息技术中心)
类目: Computation and Language (cs.CL); Databases (cs.DB)
备注:

点击查看摘要

[NLP-80] Deviation Ratings: A General Clone-Invariant Rating Method

链接: https://arxiv.org/abs/2502.11645
作者: Luke Marris,Siqi Liu,Ian Gemp,Georgios Piliouras,Marc Lanctot
机构: 未知
类目: Computer Science and Game Theory (cs.GT); Computation and Language (cs.CL); Multiagent Systems (cs.MA); Other Statistics (stat.OT)
备注:

点击查看摘要

[NLP-81] CLASS: Enhancing Cross-Modal Text-Molecule Retrieval Performance and Training Efficiency

链接: https://arxiv.org/abs/2502.11633
作者: Hongyan Wu,Peijian Zeng,Weixiong Zheng,Lianxi Wang,Nankai Lin,Shengyi Jiang,Aimin Yang
机构: College of Computer, National University of Defense Technology; School of Computer Science and Technology, Guangdong University of Technology; School of Information Science and Technology, Guangdong University of Foreign Studies; School of Information Technology and Engineering, Guangzhou College of Commerce
类目: Computation and Language (cs.CL)
备注: 12 pages

点击查看摘要

[NLP-82] Is Human-Like Text Liked by Humans? Multilingual Human Detection and Preference Against AI

链接: https://arxiv.org/abs/2502.11614
作者: Yuxia Wang,Rui Xing,Jonibek Mansurov,Giovanni Puccetti,Zhuohan Xie,Minh Ngoc Ta,Jiahui Geng,Jinyan Su,Mervat Abassy,Saad El Dine Ahmed,Kareem Elozeiri,Nurkhan Laiyk,Maiya Goloburda,Tarek Mahmoud,Raj Vardhan Tomar,Alexander Aziz,Ryuto Koike,Masahiro Kaneko,Artem Shelmanov,Ekaterina Artemova,Vladislav Mikhailov,Akim Tsvigun,Alham Fikri Aji,Nizar Habash,Iryna Gurevych,Preslav Nakov
机构: MBZUAI(穆巴瓦拉人工智能研究所); Nebius AI; KU Leuven(鲁汶大学); University of Oslo; ISTI-CNR; Toloka AI; Institute of Science Tokyo; New York University Abu Dhabi; BKAI Research Center, Hanoi University of Science and Technology; Cornell University; Zewail City of Science and Technology; TU Darmstadt; Alexandria University; Cluster Innovation Center, University of Delhi; University of Florida
类目: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
备注:

点击查看摘要

[NLP-83] Identifying Gender Stereotypes and Biases in Automated Translation from English to Italian using Similarity Networks

链接: https://arxiv.org/abs/2502.11611
作者: Fatemeh Mohammadi,Marta Annamaria Tamborini,Paolo Ceravolo,Costanza Nardocci,Samira Maghool
机构: 未知
类目: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
备注:

点击查看摘要

[NLP-84] DR.GAP: Mitigating Bias in Large Language Models using Gender-Aware Prompting with Demonstration and Reasoning

链接: https://arxiv.org/abs/2502.11603
作者: Hongye Qiu,Yue Xu,Meikang Qiu,Wenjie Wang
机构: School of Information Science and Technology, ShanghaiTech University (上海科技大学信息科学与技术学院); School of Computer and Cyber Sciences, Augusta University (奥古斯塔大学计算机与网络安全学院)
类目: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
备注:

点击查看摘要

[NLP-85] Can LLM Watermarks Robustly Prevent Unauthorized Knowledge Distillation?

链接: https://arxiv.org/abs/2502.11598
作者: Leyi Pan,Aiwei Liu,Shiyu Huang,Yijian Lu,Xuming Hu,Lijie Wen,Irwin King,Philip S. Yu
机构: Tsinghua University(清华大学); Zhipu AI; The Hong Kong University of Science and Technology (Guangzhou)(香港科技大学（广州）); The Chinese University of Hong Kong(香港中文大学); University of Illinois at Chicago(芝加哥大学伊利诺伊分校)
类目: Computation and Language (cs.CL)
备注: 22 pages, 12 figures, 13 tables

点击查看摘要

[NLP-86] Language Complexity Measurement as a Noisy Zero-Shot Proxy for Evaluating LLM Performance ACL2025

链接: https://arxiv.org/abs/2502.11578
作者: Birger Moell,Johan Boye
机构: KTH Royal Institute of Technology (皇家理工学院)
类目: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
备注: Submitted to ACL 2025

点击查看摘要

[NLP-87] InfiR : Crafting Effective Small Language Models and Multimodal Small Language Models in Reasoning

链接: https://arxiv.org/abs/2502.11573
作者: Congkai Xie,Shuo Cai,Wenjun Wang,Pengxiang Li,Zhijie Sang,Kejing Yang,Yiming Zhang,Zhen Li,Guanghao Zhu,Zeyu Liu,Yang Yu,Yuhang Liu,Su Lu,Baoyi He,Qi Zhou,Xiaotian Han,Jianbo Yuan,Shengyu Zhang,Fei Wu,Hongxia Yang
机构: Reallm Labs; The Hong Kong Polytechnic University; Zhejiang University; South China University of Technology; Harbin Institute of Technology; Dalian University of Technology; University of Electronic Science and Technology of China; Beijing University of Posts and Telecommunications; TikTok; Amazon
类目: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
备注:

点击查看摘要

[NLP-88] FaMTEB: Massive Text Embedding Benchmark in Persian Language ACL2025

链接: https://arxiv.org/abs/2502.11571
作者: Erfan Zinvandi,Morteza Alikhani,Mehran Sarmadi,Zahra Pourbahman,Sepehr Arvin,Reza Kazemi,Arash Amini
机构: MCINext(麦吉尔大学下一阶段); Sharif University of Technology(谢里夫理工大学)
类目: Computation and Language (cs.CL); Information Retrieval (cs.IR); Machine Learning (cs.LG)
备注: to appear in ACL 2025

点击查看摘要

[NLP-89] owards Reasoning Ability of Small Language Models

链接: https://arxiv.org/abs/2502.11569
作者: Gaurav Srivastava,Shuxiang Cao,Xuan Wang
机构: 未知
类目: Computation and Language (cs.CL); Artificial Intelligence (cs.AI); Machine Learning (cs.LG)
备注:

点击查看摘要

[NLP-90] Reinforced Information Retrieval

链接: https://arxiv.org/abs/2502.11562
作者: Chaofan Li,Zheng Liu,Jianlyv Chen,Defu Lian,Yingxia Shao
机构: BAAI; BUPT; USTC; HKPU
类目: Computation and Language (cs.CL)
备注:

点击查看摘要

[NLP-91] Auto-Search and Refinement: An Automated Framework for Gender Bias Mitigation in Large Language Models

链接: https://arxiv.org/abs/2502.11559
作者: Yue Xu,Chengyan Fu,Li Xiong,Sibei Yang,Wenjie Wang
机构: School of Information Science and Technology, ShanghaiTech University(上海科技大学信息科学与技术学院); Emory University(埃默里大学)
类目: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
备注:

点击查看摘要

[NLP-92] oward Metaphor-Fluid Conversation Design for Voice User Interfaces

链接: https://arxiv.org/abs/2502.11554
作者: Smit Desai,Jessie Chin,Dakuo Wang,Benjamin Cowan,Michael Twidale
机构: Northeastern University(东北大学); University of Illinois, Urbana-Champaign(伊利诺伊大学香槟分校); University College Dublin(都柏林大学学院)
类目: Human-Computer Interaction (cs.HC); Artificial Intelligence (cs.AI); Computation and Language (cs.CL); Computers and Society (cs.CY); Emerging Technologies (cs.ET)
备注:

点击查看摘要

[NLP-93] DCAD-2000: A Multilingual Dataset across 2000 Languages with Data Cleaning as Anomaly Detection

链接: https://arxiv.org/abs/2502.11546
作者: Yingli Shen,Wen Lai,Shuo Wang,Xueren Zhang,Kangyang Luo,Alexander Fraser,Maosong Sun
机构: Tsinghua University (清华大学); Technical University of Munich (慕尼黑工业大学); Munich Center for Machine Learning (慕尼黑机器学习中心); Modelbest Inc. (Modelbest公司)
类目: Computation and Language (cs.CL)
备注:

点击查看摘要

[NLP-94] Evaluating o1 -Like LLM s: Unlocking Reasoning for Translation through Comprehensive Analysis

链接: https://arxiv.org/abs/2502.11544
作者: Andong Chen,Yuchen Song,Wenxin Zhu,Kehai Chen,Muyun Yang,Tiejun Zhao,Min zhang
机构: School of Computer Science and Technology, Harbin Institute of Technology, China(哈尔滨工业大学计算机科学与技术学院)
类目: Computation and Language (cs.CL)
备注:

点击查看摘要

[NLP-95] MuSC: Improving Complex Instruction Following with Multi-granularity Self-Contrastive Training

链接: https://arxiv.org/abs/2502.11541
作者: Hui Huang,Jiaheng Liu,Yancheng He,Shilong Li,Bing Xu,Conghui Zhu,Muyun Yang,Tiejun Zhao
机构: Faculty of Computing, Harbin Institute of Technology (哈尔滨工业大学计算学部); School of Artificial Intelligence, Beijing University of Posts and Telecommunications (北京邮电大学人工智能学院)
类目: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
备注:

点击查看摘要

[NLP-96] Be Cautious When Merging Unfamiliar LLM s: A Phishing Model Capable of Stealing Privacy

链接: https://arxiv.org/abs/2502.11533
作者: Zhenyuan Guo,Yi Shi,Wenlong Meng,Chen Gong,Chengkun Wei,Wenzhi Chen
机构: Zhejiang University (浙江大学); University of Virginia (弗吉尼亚大学)
类目: Computation and Language (cs.CL)
备注:

点击查看摘要

[NLP-97] raining Large Language Models to be Better Rule Followers

链接: https://arxiv.org/abs/2502.11525
作者: Yi Hu,Shijia Kang,Haotong Yang,Haotian Xu,Muhan Zhang
机构: 未知
类目: Computation and Language (cs.CL)
备注:

点击查看摘要

[NLP-98] AURORA:Automated Training Framework of Universal Process Reward Models via Ensemble Prompting and Reverse Verification

链接: https://arxiv.org/abs/2502.11520
作者: Xiaoyu Tan,Tianchu Yao,Chao Qu,Bin Li,Minghao Yang,Dakuan Lu,Haozhe Wang,Xihe Qiu,Wei Chu,Yinghui Xu,Yuan Qi
机构: 未知
类目: Computation and Language (cs.CL)
备注: Under Review

点击查看摘要

[NLP-99] Learning to Keep a Promise: Scaling Language Model Decoding Parallelism with Learned Asynchronous Decoding

链接: https://arxiv.org/abs/2502.11517
作者: Tian Jin,Ellie Y. Cheng,Zack Ankner,Nikunj Saunshi,Blake M. Elias,Amir Yazdanbakhsh,Jonathan Ragan-Kelley,Suvinay Subramanian,Michael Carbin
机构: 未知
类目: Computation and Language (cs.CL); Distributed, Parallel, and Cluster Computing (cs.DC); Machine Learning (cs.LG)
备注: 13 pages

点击查看摘要

[NLP-100] Investigating Inference-time Scaling for Chain of Multi-modal Thought: A Preliminary Study

链接: https://arxiv.org/abs/2502.11514
作者: Yujie Lin,Ante Wang,Moye Chen,Jingyao Liu,Hao Liu,Jinsong Su,Xinyan Xiao
机构: School of Informatics, Xiamen University, China (厦门大学信息学院); Baidu Inc., Beijing, China (百度股份有限公司)
类目: Computation and Language (cs.CL)
备注:

点击查看摘要

[NLP-101] Chinese Spelling Correction: A Comprehensive Survey of Progress Challenges and Opportunities

链接: https://arxiv.org/abs/2502.11508
作者: Changchun Liu,Kai Zhang,Junzhe Jiang,Zixiao Kong,Qi Liu,Enhong Chen
机构: State Key Laboratory of Cognitive Intelligence, University of Science and Technology of China (中国科学技术大学认知智能国家重点实验室)
类目: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
备注:

点击查看摘要

[NLP-102] oken Pruning in Multimodal Large Language Models : Are We Solving the Right Problem?

链接: https://arxiv.org/abs/2502.11501
作者: Zichen Wen,Yifeng Gao,Weijia Li,Conghui He,Linfeng Zhang
机构: Shanghai Jiao Tong University; Shanghai AI Laboratory; Sun Yat-sen University
类目: Computation and Language (cs.CL); Computer Vision and Pattern Recognition (cs.CV)
备注: 12 pages, 3 figures

点击查看摘要

[NLP-103] Balanced Multi-Factor In-Context Learning for Multilingual Large Language Models

链接: https://arxiv.org/abs/2502.11495
作者: Masahiro Kaneko,Alham Fikri Aji,Timothy Baldwin
机构: MBZUAI
类目: Computation and Language (cs.CL)
备注:

点击查看摘要

[NLP-104] Stop Looking for Important Tokens in Multimodal Language Models: Duplication Matters More

链接: https://arxiv.org/abs/2502.11494
作者: Zichen Wen,Yifeng Gao,Shaobo Wang,Junyuan Zhang,Qintong Zhang,Weijia Li,Conghui He,Linfeng Zhang
机构: Shanghai Jiao Tong University; Shanghai AI Laboratory; Sun Yat-sen University; Peking University
类目: Computation and Language (cs.CL); Computer Vision and Pattern Recognition (cs.CV)
备注: 15 pages, 8 figures

点击查看摘要

[NLP-105] DAST: Context-Aware Compression in LLM s via Dynamic Allocation of Soft Tokens

链接: https://arxiv.org/abs/2502.11493
作者: Shaoshen Chen,Yangning Li,Zishan Xu,Yinghui Li,Xin Su,Zifei Shan,Hai-tao Zheng
机构: Shenzhen International Graduate School, Tsinghua University(清华大学深圳国际研究生院); Peng Cheng Laboratory(鹏城实验室); WeChat, Tencent(微信，腾讯)
类目: Computation and Language (cs.CL)
备注:

点击查看摘要

[NLP-106] Why Vision Language Models Struggle with Visual Arithmetic? Towards Enhanced Chart and Geometry Understanding

链接: https://arxiv.org/abs/2502.11492
作者: Kung-Hsiang Huang,Can Qin,Haoyi Qiu,Philippe Laban,Shafiq Joty,Caiming Xiong,Chien-Sheng Wu
机构: Salesforce AI Research( Salesforce AI研究); UCLA(加州大学洛杉矶分校)
类目: Artificial Intelligence (cs.AI); Computation and Language (cs.CL); Computer Vision and Pattern Recognition (cs.CV)
备注:

点击查看摘要

[NLP-107] Ontology-Guided Reverse Thinking Makes Large Language Models Stronger on Knowledge Graph Question Answering

链接: https://arxiv.org/abs/2502.11491
作者: Runxuan Liu,Bei Luo,Jiaqi Li,Baoxin Wang,Ming Liu,Dayong Wu,Shijin Wang,Bing Qin
机构: 未知
类目: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
备注:

点击查看摘要

[NLP-108] DATA: Decomposed Attention-based Task Adaptation for Rehearsal-Free Continual Learning

链接: https://arxiv.org/abs/2502.11482
作者: Huanxuan Liao,Shizhu He,Yupu Hao,Jun Zhao,Kang Liu
机构: The Key Laboratory of Cognition and Decision Intelligence for Complex Systems(认知与决策智能复杂系统重点实验室), Institute of Automation(自动化研究所), Chinese Academy of Sciences(中国科学院), Beijing, China(北京); School of Artificial Intelligence(人工智能学院), University of Chinese Academy of Sciences(中国科学院大学), Beijing, China(北京)
类目: Machine Learning (cs.LG); Artificial Intelligence (cs.AI); Computation and Language (cs.CL)
备注:

点击查看摘要

[NLP-109] FastMCTS: A Simple Sampling Strategy for Data Synthesis

链接: https://arxiv.org/abs/2502.11476
作者: Peiji Li,Kai Lv,Yunfan Shao,Yichuan Ma,Linyang Li,Xiaoqing Zheng,Xipeng Qiu,Qipeng Guo
机构: School of Computer Science, Fudan University (计算机科学学院, 复旦大学), Shanghai; Shanghai AI Laboratory (上海人工智能实验室), Shanghai
类目: Computation and Language (cs.CL)
备注: work in progress

点击查看摘要

[NLP-110] GLTW: Joint Improved Graph Transformer and LLM via Three-Word Language for Knowledge Graph Completion

链接: https://arxiv.org/abs/2502.11471
作者: Kangyang Luo,Yuzhuo Bai,Cheng Gao,Shuzheng Si,Yingli Shen,Zhu Liu,Zhitong Wang,Cunliang Kong,Wenhao Li,Yufei Huang,Ye Tian,Xuantang Xiong,Lei Han,Maosong Sun
机构: Tsinghua University (清华大学); Tencent Robotics X (腾讯机器人X实验室)
类目: Computation and Language (cs.CL); Information Retrieval (cs.IR)
备注:

点击查看摘要

[NLP-111] If Attention Serves as a Cognitive Model of Human Memory Retrieval What is the Plausible Memory Representation?

链接: https://arxiv.org/abs/2502.11469
作者: Ryo Yoshida,Shinnosuke Isono,Kohei Kajikawa,Taiga Someya,Yushi Sugimito,Yohei Oseki
机构: The University of Tokyo; Osaka University
类目: Computation and Language (cs.CL)
备注: 16 pages

点击查看摘要

[NLP-112] GiFT: Gibbs Fine-Tuning for Code Generation

链接: https://arxiv.org/abs/2502.11466
作者: Haochen Li,Wanjin Feng,Xin Zhou,Zhiqi Shen
机构: Nanyang Technological University (南洋理工大学), Singapore
类目: Machine Learning (cs.LG); Computation and Language (cs.CL); Software Engineering (cs.SE)
备注:

点击查看摘要

[NLP-113] UnitCoder: Scalable Iterative Code Synthesis with Unit Test Guidance

链接: https://arxiv.org/abs/2502.11460
作者: Yichuan Ma,Yunfan Shao,Peiji Li,Demin Song,Qipeng Guo,Linyang Li,Xipeng Qiu,Kai Chen
机构: 未知
类目: Computation and Language (cs.CL); Software Engineering (cs.SE)
备注: work in progress

点击查看摘要

[NLP-114] Aligning Sentence Simplification with ESL Learners Proficiency for Language Acquisition NAACL2025

链接: https://arxiv.org/abs/2502.11457
作者: Guanlin Li,Yuki Arase,Noel Crespi
机构: Samovar, Telecom SudParis, Institut Polytechnique de Paris (萨莫瓦尔，南特电信学院，巴黎理工学院), France; School of Computing, Institute of Science Tokyo (东京工业大学计算科学学院), Japan
类目: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
备注: NAACL2025 main

点击查看摘要

[NLP-115] UniCBE: An Uniformity-driven Comparing Based Evaluation Framework with Unified Multi-Objective Optimization ICLR2025

链接: https://arxiv.org/abs/2502.11454
作者: Peiwen Yuan,Shaoxiong Feng,Yiwei Li,Xinglin Wang,Yueqi Zhang,Jiayi Shi,Chuyi Tan,Boyuan Pan,Yao Hu,Kan Li
机构: School of Computer Science, Beijing Institute of Technology (北京理工大学计算机学院); Xiaohongshu Inc (小红书公司)
类目: Computation and Language (cs.CL)
备注: ICLR 2025 spotlight

点击查看摘要

[NLP-116] From Personas to Talks: Revisiting the Impact of Personas on LLM -Synthesized Emotional Support Conversations

链接: https://arxiv.org/abs/2502.11451
作者: Shenghan Wu,Yang Deng,Yimo Zhu,Wynne Hsu,Mong Li Lee
机构: National University of Singapore; Singapore Management University
类目: Computation and Language (cs.CL)
备注:

点击查看摘要

[NLP-117] Does RAG Really Perform Bad For Long-Context Processing?

链接: https://arxiv.org/abs/2502.11444
作者: Kun Luo,Zheng Liu,Peitian Zhang,Hongjin Qian,Jun Zhao,Kang Liu
机构: BAAI; CASIA; HKPU; RUC; PKU
类目: Computation and Language (cs.CL)
备注:

点击查看摘要

[NLP-118] Multi-Turn Multi-Modal Question Clarification for Enhanced Conversational Understanding

链接: https://arxiv.org/abs/2502.11442
作者: Kimia Ramezan,Alireza Amiri Bavandpour,Yifei Yuan,Clemencia Siro,Mohammad Aliannejadi
机构: Sharif University of Technology (舒里夫理工大学); University of Copenhagen (哥本哈根大学); University of Amsterdam (阿姆斯特丹大学)
类目: Information Retrieval (cs.IR); Artificial Intelligence (cs.AI); Computation and Language (cs.CL); Machine Learning (cs.LG)
备注:

点击查看摘要

[NLP-119] Which Retain Set Matters for LLM Unlearning? A Case Study on Entity Unlearning

链接: https://arxiv.org/abs/2502.11441
作者: Hwan Chang,Hwanhee Lee
机构: Department of Artificial Intelligence, Chung-Ang University (中央大学)
类目: Computation and Language (cs.CL)
备注: Work in Progress

点击查看摘要

[NLP-120] An Efficient Row-Based Sparse Fine-Tuning

链接: https://arxiv.org/abs/2502.11439
作者: Cen-Jhih Li,Aditya Bhaskara
机构: 未知
类目: Computation and Language (cs.CL); Artificial Intelligence (cs.AI); Machine Learning (cs.LG)
备注:

点击查看摘要

[NLP-121] SAFE-SQL: Self-Augmented In-Context Learning with Fine-grained Example Selection for Text-to-SQL

链接: https://arxiv.org/abs/2502.11438
作者: Jimin Lee,Ingeol Baek,Byeongjeong Kim,Hwanhee Lee
机构: Department of Artificial Intelligence, Chung-Ang University (中央大学), Seoul, Korea
类目: Computation and Language (cs.CL)
备注: 13 pages, 5 figures, 10 tables

点击查看摘要

[NLP-122] SMART: Self-Aware Agent for Tool Overuse Mitigation

链接: https://arxiv.org/abs/2502.11435
作者: Cheng Qian,Emre Can Acikgoz,Hongru Wang,Xiusi Chen,Avirup Sil,Dilek Hakkani-Tür,Gokhan Tur,Heng Ji
机构: University of Illinois Urbana-Champaign(伊利诺伊大学香槟分校); IBM Research AI(IBM研究AI)
类目: Artificial Intelligence (cs.AI); Computation and Language (cs.CL); Machine Learning (cs.LG)
备注: 18 pages, 8 tables, 7 figures

点击查看摘要

[NLP-123] Any Information Is Just Worth One Single Screenshot: Unifying Search With Visualized Information Retrieval

链接: https://arxiv.org/abs/2502.11431
作者: Ze Liu,Zhengyang Liang,Junjie Zhou,Zheng Liu,Defu Lian
机构: BAAI; USTC; BUPT; HKPU
类目: Computation and Language (cs.CL)
备注:

点击查看摘要

[NLP-124] Do we Really Need Visual Instructions? Towards Visual Instruction-Free Fine-tuning for Large Vision-Language Models

链接: https://arxiv.org/abs/2502.11427
作者: Zikang Liu,Kun Zhou,Wayne Xin Zhao,Dawei Gao,Yaliang Li,Ji-Rong Wen
机构: Gaoling School of Artificial Intelligence, Renmin University of China(高瓴人工智能学院，中国人民大学); School of Information, Renmin University of China(信息学院，中国人民大学); Alibaba Group(阿里巴巴集团)
类目: Computation and Language (cs.CL); Computer Vision and Pattern Recognition (cs.CV)
备注: under review

点击查看摘要

[NLP-125] Counterfactual-Consistency Prompting for Relative Temporal Understanding in Large Language Models

链接: https://arxiv.org/abs/2502.11425
作者: Jongho Kim,Seung-won Hwang
机构: 未知
类目: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
备注: Preprint

点击查看摘要

[NLP-126] Exploring Persona Sentiment Sensitivity in Personalized Dialogue Generation

链接: https://arxiv.org/abs/2502.11423
作者: YongHyun Jun,Hwanhee Lee
机构: Department of Artificial Intelligence, Chung-Ang University(中央大学人工智能系)
类目: Computation and Language (cs.CL)
备注: 19 pages, 8 figures

点击查看摘要

[NLP-127] InsBank: Evolving Instruction Subset for Ongoing Alignment

链接: https://arxiv.org/abs/2502.11419
作者: Jiayi Shi,Yiwei Li,Shaoxiong Feng,Peiwen Yuan,Xinglin Wang,Yueqi Zhang,Chuyi Tan,Boyuan Pan,Huan Ren,Yao Hu,Kan Li
机构: School of Computer Science, Beijing Institute of Technology (北京理工大学计算机学院); Xiaohongshu Inc (小红书股份有限公司)
类目: Computation and Language (cs.CL)
备注:

点击查看摘要

[NLP-128] LayAlign: Enhancing Multilingual Reasoning in Large Language Models via Layer-Wise Adaptive Fusion and Alignment Strategy ACL NAACL2025

链接: https://arxiv.org/abs/2502.11405
作者: Zhiwen Ruan,Yixia Li,He Zhu,Longyue Wang,Weihua Luo,Kaifu Zhang,Yun Chen,Guanhua Chen
机构: Southern University of Science and Technology; Peking University; Alibaba International Digital Commerce; Shanghai University of Finance and Economics
类目: Computation and Language (cs.CL)
备注: In Findings of NAACL 2025(The 2025 Annual Conference of the Nations of the Americas Chapter of the ACL)

点击查看摘要

[NLP-129] oolCoder: A Systematic Code-Empowered Tool Learning Framework for Large Language Models

链接: https://arxiv.org/abs/2502.11404
作者: Hanxing Ding,Shuchang Tao,Liang Pang,Zihao Wei,Jinyang Gao,Bolin Ding,Huawei Shen,Xueqi Chen
机构: Key Laboratory of AI Safety (人工智能安全重点实验室), Institute of Computing Technology (计算技术研究所), Chinese Academy of Sciences (中国科学院); University of Chinese Academy of Sciences (中国科学院大学); Alibaba Group (阿里巴巴集团)
类目: Computation and Language (cs.CL)
备注:

点击查看摘要

[NLP-130] Following the Autoregressive Nature of LLM Embeddings via Compression and Alignment

链接: https://arxiv.org/abs/2502.11401
作者: Jingcheng Deng,Zhongtao Jiang,Liang Pang,Liwei Chen,Kun Xu,Zihao Wei,Huawei Shen,Xueqi Cheng
机构: Key Laboratory of AI Safety (人工智能安全重点实验室), Institute of Computing Technology (计算技术研究所), Chinese Academy of Sciences (中国科学院); University of Chinese Academy of Sciences (中国科学院大学); Kuaishou Technology (快手科技)
类目: Computation and Language (cs.CL)
备注:

点击查看摘要

[NLP-131] Revisiting Robust RAG : Do We Still Need Complex Robust Training in the Era of Powerful LLM s?

链接: https://arxiv.org/abs/2502.11400
作者: Hanxing Ding,Shuchang Tao,Liang Pang,Zihao Wei,Liwei Chen,Kun Xu,Huawei Shen,Xueqi Cheng
机构: Key Laboratory of AI Safety (人工智能安全重点实验室), Institute of Computing Technology (计算技术研究所), Chinese Academy of Sciences (中国科学院); University of Chinese Academy of Sciences (中国科学院大学); Kuaishou Technology (快手科技)
类目: Computation and Language (cs.CL)
备注:

点击查看摘要

[NLP-132] HellaSwag-Pro: A Large-Scale Bilingual Benchmark for Evaluating the Robustness of LLM s in Commonsense Reasoning

链接: https://arxiv.org/abs/2502.11393
作者: Xiaoyuan Li,Moxin Li,Rui Men,Yichang Zhang,Keqin Bao,Wenjie Wang,Fuli Feng,Dayiheng Liu,Junyang Lin
机构: University of Science and Technology of China(中国科学技术大学); Alibaba Group(阿里巴巴集团); National University of Singapore(新加坡国立大学)
类目: Computation and Language (cs.CL)
备注: Under Review

点击查看摘要

[NLP-133] RoleMRC: A Fine-Grained Composite Benchmark for Role-Playing and Instruction-Following

链接: https://arxiv.org/abs/2502.11387
作者: Junru Lu,Jiazheng Li,Guodong Shen,Lin Gui,Siyu An,Yulan He,Di Yin,Xing Sun
机构: Tencent YouTu Lab(腾讯优图实验室); King’s College London(伦敦国王学院); University of Warwick(华威大学); The Alan Turing Institute(图灵研究所)
类目: Computation and Language (cs.CL)
备注:

点击查看摘要

[NLP-134] Exploring the Small World of Word Embeddings: A Comparative Study on Conceptual Spaces from LLM s of Different Scales

链接: https://arxiv.org/abs/2502.11380
作者: Zhu Liu,Ying Liu,KangYang Luo,Cunliang Kong,Maosong Sun
机构: Tsinghua University (清华大学); Department of Computer Science and Technology, Tsinghua University (清华大学计算机科学与技术系)
类目: Computation and Language (cs.CL)
备注: Paper under review

点击查看摘要

[NLP-135] CCJA: Context-Coherent Jailbreak Attack for Aligned Large Language Models

链接: https://arxiv.org/abs/2502.11379
作者: Guanghao Zhou,Panjia Qiu,Mingyuan Fan,Cen Chen,Mingyuan Chu,Xin Zhang,Jun Zhou
机构: East China Normal University(华东师范大学); Ant Group(蚂蚁集团)
类目: Cryptography and Security (cs.CR); Artificial Intelligence (cs.AI); Computation and Language (cs.CL)
备注:

点击查看摘要

[NLP-136] LLM s can Perform Multi-Dimensional Analytic Writing Assessments: A Case Study of L2 Graduate-Level Academic English Writing

链接: https://arxiv.org/abs/2502.11368
作者: Zhengxiang Wang,Veronika Makarova,Zhi Li,Jordan Kodner,Owen Rambow
机构: Department of Linguistics & IACS, Stony Brook University (石溪大学), USA; Department of Linguistics, University of Saskatchewan (萨斯喀彻温大学), Canada
类目: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
备注: 26 pages, 6 figures, 15 tables

点击查看摘要

[NLP-137] Sparse Autoencoder Features for Classifications and Transferability

链接: https://arxiv.org/abs/2502.11367
作者: Jack Gallifant,Shan Chen,Kuleen Sasse,Hugo Aerts,Thomas Hartvigsen,Danielle S. Bitterman
机构: Harvard University (哈佛大学); Mass General Brigham (麻省总医院 Brigham); Boston Children’s Hospital (波士顿儿童医院); Johns Hopkins University (约翰斯·霍普金斯大学); Maastricht University (马斯特里赫特大学); University of Virginia (弗吉尼亚大学)
类目: Machine Learning (cs.LG); Artificial Intelligence (cs.AI); Computation and Language (cs.CL)
备注:

点击查看摘要

[NLP-138] Blessing of Multilinguality: A Systematic Analysis of Multilingual In-Context Learning

链接: https://arxiv.org/abs/2502.11364
作者: Yilei Tu,Andrew Xue,Freda Shi
机构: David R. Cheriton School of Computer Science, University of Waterloo (大卫·R·切尔顿计算机科学学院，滑铁卢大学)
类目: Computation and Language (cs.CL)
备注:

点击查看摘要

[NLP-139] VLDBench: Vision Language Models Disinformation Detection Benchmark

链接: https://arxiv.org/abs/2502.11361
作者: Shaina Raza,Ashmal Vayani,Aditya Jain,Aravind Narayanan,Vahid Reza Khazaie,Syed Raza Bashir,Elham Dolatabadi,Gias Uddin,Christos Emmanouilidis,Rizwan Qureshi,Mubarak Shah
机构: Vector Institute of AI(向量智能研究院); Center for Research in Computer Vision, UCF(UCF计算机视觉研究中心); Independent Researcher, USA(美国独立研究员); Toronto Metropolitan University(多伦多都会大学); York University(约克大学); University of Groningen, Athena Research Centre(格罗宁根大学, 雅典研究基金会)
类目: Computation and Language (cs.CL)
备注: under review

点击查看摘要

[NLP-140] GeoDANO: Geometric VLM with Domain Agnostic Vision Encoder

链接: https://arxiv.org/abs/2502.11360
作者: Seunghyuk Cho,Zhenyue Qin,Yang Liu,Youngbin Choi,Seungbeom Lee,Dongwoo Kim
机构: Graduate School of Artificial Intelligence, POSTECH(POSTECH人工智能研究生院); Department of Computer Science and Engineering, POSTECH(POSTECH计算机科学与工程系)
类目: Computer Vision and Pattern Recognition (cs.CV); Computation and Language (cs.CL)
备注: 14 pages, 7 figures, 5 tables

点击查看摘要

[NLP-141] SAIF: A Sparse Autoencoder Framework for Interpreting and Steering Instruction Following of Language Models

链接: https://arxiv.org/abs/2502.11356
作者: Zirui He,Haiyan Zhao,Yiran Qiao,Fan Yang,Ali Payani,Jing Ma,Mengnan Du
机构: NJIT(新泽西理工学院); Case Western Reserve University(凯斯西储大学); Wake Forest University(威克森林大学); Cisco(思科)
类目: Machine Learning (cs.LG); Artificial Intelligence (cs.AI); Computation and Language (cs.CL)
备注: 21 pages, 11 figures, 6 tables

点击查看摘要

[NLP-142] “Nuclear Deployed!”: Analyzing Catastrophic Risks in Decision-making of Autonomous LLM Agents

链接: https://arxiv.org/abs/2502.11355
作者: Rongwu Xu,Xiaojian Li,Shuo Chen,Wei Xu
机构: 未知
类目: Computation and Language (cs.CL); Artificial Intelligence (cs.AI); Cryptography and Security (cs.CR); Computers and Society (cs.CY)
备注: Our code will be available at this https URL

点击查看摘要

[NLP-143] Hierarchical Graph Topic Modeling with Topic Tree-based Transformer

链接: https://arxiv.org/abs/2502.11345
作者: Delvin Ce Zhang,Menglin Yang,Xiaobao Wu,Jiasheng Zhang,Hady W. Lauw
机构: The Pennsylvania State University; Hong Kong University of Science and Technology (Guangzhou); Nanyang Technological University; University of Electronic Science and Technology of China; Singapore Management University
类目: Computation and Language (cs.CL)
备注:

点击查看摘要

[NLP-144] ExaGPT : Example-Based Machine-Generated Text Detection for Human Interpretability

链接: https://arxiv.org/abs/2502.11336
作者: Ryuto Koike,Masahiro Kaneko,Ayana Niwa,Preslav Nakov,Naoaki Okazaki
机构: Institute of Science Tokyo(东京工业大学); MBZUAI(穆罕默德·本·扎耶德人工智能大学); AIST(日本产业技术综合研究所); NII LLMC(国立情报学研究所语言模型与机器学习中心)
类目: Computation and Language (cs.CL)
备注: Under Review

点击查看摘要

[NLP-145] System Message Generation for User Preferences using Open-Source Models

链接: https://arxiv.org/abs/2502.11330
作者: Minbyul Jeong,Jungho Cho,Minsoo Khang,Dawoon Jung,Teakgyu Hong
机构: Upstage AI
类目: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
备注:

点击查看摘要

[NLP-146] ALGEN: Few-shot Inversion Attacks on Textual Embeddings using Alignment and Generation

链接: https://arxiv.org/abs/2502.11308
作者: Yiyi Chen,Qiongkai Xu,Johannes Bjerva
机构: Department of Computer Science, Aalborg University(奥尔堡大学), Copenhagen, Denmark; School of Computing, FSE, Macquarie University(麦考瑞大学), Sydney, Australia
类目: Cryptography and Security (cs.CR); Artificial Intelligence (cs.AI); Computation and Language (cs.CL)
备注: 18 pages, 13 tables, 6 figures

点击查看摘要

[NLP-147] Smoothing Out Hallucinations: Mitigating LLM Hallucination with Smoothed Knowledge Distillation

链接: https://arxiv.org/abs/2502.11306
作者: Hieu Nguyen,Zihao He,Shoumik Atul Gandre,Ujjwal Pasupulety,Sharanya Kumari Shivakumar,Kristina Lerman
机构: Department of Computer Science, University of Southern California (南加州大学计算机科学系); Information Sciences Institute, University of Southern California (南加州大学信息系统研究所)
类目: Computation and Language (cs.CL); Machine Learning (cs.LG)
备注:

点击查看摘要

[NLP-148] Leverag ing Multimodal-LLM s Assisted by Instance Segmentation for Intelligent Traffic Monitoring

链接: https://arxiv.org/abs/2502.11304
作者: Murat Arda Onsu,Poonam Lohan,Burak Kantarci,Aisha Syed,Matthew Andrews,Sean Kennedy
机构: University of Ottawa(渥太华大学); Nokia Bell Labs(诺基亚贝尔实验室)
类目: Artificial Intelligence (cs.AI); Computation and Language (cs.CL); Computer Vision and Pattern Recognition (cs.CV)
备注: 6 pages, 7 figures, submitted to 30th IEEE International Symposium on Computers and Communications (ISCC) 2025

点击查看摘要

[NLP-149] CORDIAL: Can Multimodal Large Language Models Effectively Understand Coherence Relationships?

链接: https://arxiv.org/abs/2502.11300
作者: Aashish Anantha Ramakrishnan,Aadarsh Anantha Ramakrishnan,Dongwon Lee
机构: The Pennsylvania State University(宾夕法尼亚州立大学); National Institute of Technology, Tiruchirappalli(蒂鲁吉拉帕利国家技术学院)
类目: Computation and Language (cs.CL); Artificial Intelligence (cs.AI); Computer Vision and Pattern Recognition (cs.CV)
备注:

点击查看摘要

[NLP-150] Integrating Language Models for Enhanced Network State Monitoring in DRL-Based SFC Provisioning

链接: https://arxiv.org/abs/2502.11298
作者: Parisa Fard Moshiri,Murat Arda Onsu,Poonam Lohan,Burak Kantarci,Emil Janulewicz
机构: University of Ottawa(渥太华大学); Ciena(赛灵思)
类目: Networking and Internet Architecture (cs.NI); Artificial Intelligence (cs.AI); Computation and Language (cs.CL)
备注: 6 pages, 5 figures, submitted to 30th IEEE International Symposium on Computers and Communications (ISCC) 2025

点击查看摘要

[NLP-151] he Rotary Position Embedding May Cause Dimension Inefficiency in Attention Heads for Long-Distance Retrieval

链接: https://arxiv.org/abs/2502.11276
作者: Ting-Rui Chiang,Dani Yogatama
机构: University of Southern California (南加州大学)
类目: Computation and Language (cs.CL); Machine Learning (cs.LG)
备注:

点击查看摘要

[NLP-152] Cuckoo: An IE Free Rider Hatched by Massive Nutrition in LLM s Nest

链接: https://arxiv.org/abs/2502.11275
作者: Letian Peng,Zilong Wang,Feng Yao,Jingbo Shang
机构: University of California, San Diego
类目: Computation and Language (cs.CL)
备注:

点击查看摘要

[NLP-153] OctoTools: An Agent ic Framework with Extensible Tools for Complex Reasoning

链接: https://arxiv.org/abs/2502.11271
作者: Pan Lu,Bowen Chen,Sheng Liu,Rahul Thapa,Joseph Boen,James Zou
机构: 未知
类目: Machine Learning (cs.LG); Computation and Language (cs.CL); Computer Vision and Pattern Recognition (cs.CV); Multiagent Systems (cs.MA)
备注: 89 pages, 18 figures. Project website: this https URL

点击查看摘要

[NLP-154] Improved Unbiased Watermark for Large Language Models

链接: https://arxiv.org/abs/2502.11268
作者: Ruibo Chen,Yihan Wu,Junfeng Guo,Heng Huang
机构: University of Maryland, College Park (马里兰大学学院市)
类目: Computation and Language (cs.CL)
备注:

点击查看摘要

[NLP-155] Prompting in the Dark: Assessing Human Performance in Prompt Engineering for Data Labeling When Gold Labels Are Absent

链接: https://arxiv.org/abs/2502.11267
作者: Zeyu He,Saniya Naphade,Ting-Hao ‘Kenneth’ Huang
机构: The Pennsylvania State University(宾夕法尼亚州立大学); GumGum Inc.(GumGum公司)
类目: Human-Computer Interaction (cs.HC); Artificial Intelligence (cs.AI); Computation and Language (cs.CL); Machine Learning (cs.LG)
备注: Accepted By CHI 2025

点击查看摘要

[NLP-156] he Shrinking Landscape of Linguistic Diversity in the Age of Large Language Models

链接: https://arxiv.org/abs/2502.11266
作者: Zhivar Sourati,Farzan Karimi-Malekabadi,Meltem Ozcan,Colin McDaniel,Alireza Ziabari,Jackson Trager,Ala Tak,Meng Chen,Fred Morstatter,Morteza Dehghani
机构: unknown
类目: Computation and Language (cs.CL)
备注: arXiv admin note: text overlap with arXiv:2404.00267

点击查看摘要

[NLP-157] Leverag ing Conditional Mutual Information to Improve Large Language Model Fine-Tuning For Classification

链接: https://arxiv.org/abs/2502.11258
作者: Thanushon Sivakaran,En-Hui Yang
机构: University of Waterloo(滑铁卢大学)
类目: Computation and Language (cs.CL)
备注: 6 pages, 2 figures

点击查看摘要

[NLP-158] Unveiling Environmental Impacts of Large Language Model Serving: A Functional Unit View

链接: https://arxiv.org/abs/2502.11256
作者: Yanran Wu,Inez Hua,Yi Ding
机构: Purdue University (普渡大学)
类目: Machine Learning (cs.LG); Hardware Architecture (cs.AR); Computation and Language (cs.CL)
备注: 17 pages, 38 figures

点击查看摘要

[NLP-159] Uncertainty-Aware Step-wise Verification with Generative Reward Models

链接: https://arxiv.org/abs/2502.11250
作者: Zihuiwen Ye,Luckeciano Carvalho Melo,Younesse Kaddar,Phil Blunsom,Sam Staton,Yarin Gal
机构: University of Oxford(牛津大学); Cohere(未知)
类目: Computation and Language (cs.CL)
备注:

点击查看摘要

[NLP-160] MemeSense: An Adaptive In-Context Framework for Social Commonsense Driven Meme Moderation

链接: https://arxiv.org/abs/2502.11246
作者: Sayantan Adak,Somnath Banerjee,Rajarshi Mandal,Avik Halder,Sayan Layek,Rima Hazra,Animesh Mukherjee
机构: Indian Institute of Technology Kharagpur(印度理工学院克勒格布尔); INSAIT, Sofia University “St. Kliment Ohridski(索非亚大学INSAIT)
类目: Information Retrieval (cs.IR); Computation and Language (cs.CL); Computers and Society (cs.CY)
备注: Code and data available at: this https URL

点击查看摘要

[NLP-161] Soteria: Language-Specific Functional Parameter Steering for Multilingual Safety Alignment

链接: https://arxiv.org/abs/2502.11244
作者: Somnath Banerjee,Sayan Layek,Pratyush Chatterjee,Animesh Mukherjee,Rima Hazra
机构: Indian Institute of Technology Kharagpur(印度理工学院克勒格布尔); INSAIT, Sofia University “St. Kliment Ohridski(索非亚大学INSAIT研究所)
类目: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
备注:

点击查看摘要

[NLP-162] Vendi-RAG : Adaptively Trading-Off Diversity And Quality Significantly Improves Retrieval Augmented Generation With LLM s

链接: https://arxiv.org/abs/2502.11228
作者: Mohammad Reza Rezaei,Adji Bousso Dieng
机构: Institute of Biomedical Engineering, University of Toronto (多伦多大学生物医学工程研究所); Department of Computer Science, Princeton University (普林斯顿大学计算机科学系)
类目: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
备注: A RAG pipeline that accounts for both diversity and answer quality and that can be used with any LLM backbone to solve complex multi-hop question-answering tasks

点击查看摘要

[NLP-163] Asymmetric Conflict and Synergy in Post-training for LLM -based Multilingual Machine Translation

链接: https://arxiv.org/abs/2502.11223
作者: Tong Zheng,Yan Wen,Huiwen Bao,Junfeng Guo,Heng Huang
机构: 未知
类目: Computation and Language (cs.CL)
备注: 22 pages

点击查看摘要

[NLP-164] PlanGenLLM s: A Modern Survey of LLM Planning Capabilities

链接: https://arxiv.org/abs/2502.11221
作者: Hui Wei,Zihao Zhang,Shenghua He,Tian Xia,Shijia Pan,Fei Liu
机构: University of California, Merced (加州大学默塞德分校); Emory University (埃默里大学); PAII Inc. (未知)
类目: Artificial Intelligence (cs.AI); Computation and Language (cs.CL)
备注: Preprint. Under review

点击查看摘要

[NLP-165] A Survey of LLM -based Agents in Medicine: How far are we from Baymax?

链接: https://arxiv.org/abs/2502.11211
作者: Wenxuan Wang,Zizhan Ma,Zheng Wang,Chenghan Wu,Wenting Chen,Xiang Li,Yixuan Yuan
机构: The Chinese University of Hong Kong(香港中文大学); Peking University(北京大学); City University of Hong Kong(香港城市大学); Massachusetts General Hospital and Harvard Medical School(麻省总医院和哈佛医学院)
类目: Computation and Language (cs.CL); Artificial Intelligence (cs.AI); Computer Vision and Pattern Recognition (cs.CV)
备注:

点击查看摘要

[NLP-166] ANCHOLIK-NER: A Benchmark Dataset for Bangla Regional Named Entity Recognition

链接: https://arxiv.org/abs/2502.11198
作者: Bidyarthi Paul,Faika Fairuj Preotee,Shuvashis Sarker,Shamim Rahim Refat,Shifat Islam,Tashreef Muhammad,Mohammad Ashraful Hoque,Shahriar Manzoor
机构: Ahsanullah University of Science and Technology(阿赫桑努拉科学与技术大学); Bangladesh University of Engineering and Technology(孟加拉国工程与技术大学); Southeast University(东南大学)
类目: Computation and Language (cs.CL); Machine Learning (cs.LG)
备注:

点击查看摘要

[NLP-167] How Do LLM s Acquire New Knowledge? A Knowledge Circuits Perspective on Continual Pre-Training

链接: https://arxiv.org/abs/2502.11196
作者: Yixin Ou,Yunzhi Yao,Ningyu Zhang,Hui Jin,Jiacheng Sun,Shumin Deng,Zhenguo Li,Huajun Chen
机构: Zhejiang University (浙江大学); Huawei Noah’s Ark Lab (华为诺亚方舟实验室); National University of Singapore, NUS-NCS Joint Lab (新加坡国立大学, 新加坡国立大学-新科工程联合实验室); Zhejiang Key Laboratory of Big Data Intelligent Computing (浙江省大数据智能计算重点实验室)
类目: Machine Learning (cs.LG); Artificial Intelligence (cs.AI); Computation and Language (cs.CL); Computer Vision and Pattern Recognition (cs.CV); Human-Computer Interaction (cs.HC)
备注: Work in progress

点击查看摘要

[NLP-168] Large Language Models Penetration in Scholarly Writing and Peer Review

链接: https://arxiv.org/abs/2502.11193
作者: Li Zhou,Ruijie Zhang,Xunlian Dai,Daniel Hershcovich,Haizhou Li
机构: The Chinese University of Hong Kong, Shenzhen (香港中文大学（深圳）); University of Electronic Science and Technology of China (电子科技大学); Wuhan University of Technology (武汉理工大学); University of Copenhagen (哥本哈根大学); Shenzhen Research Institute of Big Data (深圳大数据研究院)
类目: Computation and Language (cs.CL)
备注: Transparency in NLP, LLM-generated text evaluation and detection, LLM Penetration, Scholarly Credibility and Accountability

点击查看摘要

[NLP-169] Primus: A Pioneering Collection of Open-Source Datasets for Cybersecurity LLM Training

链接: https://arxiv.org/abs/2502.11191
作者: Yao-Ching Yu,Tsun-Han Chiang,Cheng-Wei Tsai,Chien-Ming Huang,Wen-Kwang Tsao
机构: AI Lab, TrendMicro(趋势科技AI实验室)
类目: Cryptography and Security (cs.CR); Artificial Intelligence (cs.AI); Computation and Language (cs.CL)
备注:

点击查看摘要

[NLP-170] ReLearn: Unlearning via Learning for Large Language Models

链接: https://arxiv.org/abs/2502.11190
作者: Haoming Xu,Ningyuan Zhao,Liming Yang,Sendong Zhao,Shumin Deng,Mengru Wang,Bryan Hooi,Nay Oo,Huajun Chen,Ningyu Zhang
机构: 未知
类目: Computation and Language (cs.CL); Artificial Intelligence (cs.AI); Computer Vision and Pattern Recognition (cs.CV); Human-Computer Interaction (cs.HC); Machine Learning (cs.LG)
备注: Work in progress

点击查看摘要

[NLP-171] uLLM s: A Family of Bangla LLM s with Comprehensive Benchmarking

链接: https://arxiv.org/abs/2502.11187
作者: Shahriar Kabir Nahin,Rabindra Nath Nandi,Sagor Sarker,Quazi Sarwar Muhtaseem,Md Kowsher,Apu Chandraw Shill,Md Ibrahim,Mehadi Hasan Menon,Tareq Al Muntasir,Firoj Alam
机构: Hishab Singapore Pte. Ltd(新加坡恒生新加坡有限公司), Singapore; University of Central Florida(中佛罗里达大学), USA; Qatar Computing Research Institute(卡塔尔计算研究学院), Qatar
类目: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
备注: LLMs, Benchmarking, Large Language Models, Bangla

点击查看摘要

[NLP-172] Cant See the Forest for the Trees: Benchmarking Multimodal Safety Awareness for Multimodal LLM s

链接: https://arxiv.org/abs/2502.11184
作者: Wenxuan Wang,Xiaoyuan Liu,Kuiyi Gao,Jen-tse Huang,Youliang Yuan,Pinjia He,Shuai Wang,Zhaopeng Tu
机构: Tencent AI Lab (腾讯人工智能实验室); The Chinese University of Hong Kong, Shenzhen (香港中文大学（深圳）); The Chinese University of Hong Kong (香港中文大学)
类目: Computation and Language (cs.CL); Artificial Intelligence (cs.AI); Computer Vision and Pattern Recognition (cs.CV); Multimedia (cs.MM)
备注:

点击查看摘要

[NLP-173] Dont Get Lost in the Trees: Streamlining LLM Reasoning by Overcoming Tree Search Exploration Pitfalls

链接: https://arxiv.org/abs/2502.11183
作者: Ante Wang,Linfeng Song,Ye Tian,Dian Yu,Haitao Mi,Xiangyu Duan,Zhaopeng Tu,Jinsong Su,Dong Yu
机构: Tencent AI Lab(腾讯AI实验室); Xiamen University(厦门大学)
类目: Computation and Language (cs.CL)
备注:

点击查看摘要

[NLP-174] he Mirag e of Model Editing: Revisiting Evaluation in the Wild

链接: https://arxiv.org/abs/2502.11177
作者: Wanli Yang,Fei Sun,Jiajun Tan,Xinyu Ma,Qi Cao,Dawei Yin,Huawei Shen,Xueqi Cheng
机构: 未知
类目: Computation and Language (cs.CL)
备注:

点击查看摘要

[NLP-175] LogiDynamics: Unraveling the Dynamics of Logical Inference in Large Language Model Reasoning

链接: https://arxiv.org/abs/2502.11176
作者: Tianshi Zheng,Jiayang Cheng,Chunyang Li,Haochen Shi,Zihao Wang,Jiaxin Bai,Yangqiu Song,Ginny Y. Wong,Simon See
机构: 未知
类目: Computation and Language (cs.CL)
备注: 21 pages

点击查看摘要

[NLP-176] Investigating Language Preference of Multilingual RAG Systems

链接: https://arxiv.org/abs/2502.11175
作者: Jeonghyun Park,Hwanhee Lee
机构: Department of Artificial Intelligence, Chung-Ang University (中央大学)
类目: Computation and Language (cs.CL)
备注: 30 pages, 16 tables, 14 figures

点击查看摘要

[NLP-177] Leverag ing Constrained Monte Carlo Tree Search to Generate Reliable Long Chain-of-Thought for Mathematical Reasoning

链接: https://arxiv.org/abs/2502.11169
作者: Qingwen Lin,Boyan Xu,Zijian Li,Zhifeng Hao,Keli Zhang,Ruichu Cai
机构: School of Computer Science, Guangdong University of Technology (广东工业大学计算机学院); College of Science, Shantou University (汕头大学理学院); Huawei Noah’s Ark Lab (华为诺亚方舟实验室); Peng Cheng Laboratory (鹏城实验室)
类目: Computation and Language (cs.CL)
备注:

点击查看摘要

[NLP-178] SURGE: On the Potential of Large Language Models as General-Purpose Surrogate Code Executors

链接: https://arxiv.org/abs/2502.11167
作者: Bohan Lyu,Siqiao Huang,Zichen Liang
机构: 未知
类目: Machine Learning (cs.LG); Computation and Language (cs.CL)
备注:

点击查看摘要

[NLP-179] VLMs as GeoGuessr Masters: Exceptional Performance Hidden Biases and Privacy Risks

链接: https://arxiv.org/abs/2502.11163
作者: Jingyuan Huang,Jen-tse Huang,Ziyi Liu,Xiaoyuan Liu,Wenxuan Wang,Jieyu Zhao
机构: University of Southern California (南加州大学); University of Sydney (悉尼大学); University of California, Los Angeles (加州大学洛杉矶分校); Independent Researcher (独立研究员)
类目: Computer Vision and Pattern Recognition (cs.CV); Computation and Language (cs.CL)
备注: 8 pages

点击查看摘要

[NLP-180] Uncertainty-Aware Search and Value Models: Mitigating Search Scaling Flaws in LLM s

链接: https://arxiv.org/abs/2502.11155
作者: Fei Yu,Yingru Li,Benyou Wang
机构: The Chinese University of Hong Kong, Shenzhen (香港中文大学，深圳)
类目: Artificial Intelligence (cs.AI); Computation and Language (cs.CL)
备注:

点击查看摘要

[NLP-181] Surprisal Takes It All: Eye Tracking Based Cognitive Evaluation of Text Readability Measures

链接: https://arxiv.org/abs/2502.11150
作者: Keren Gruteke Klein,Shachar Frenkel,Omer Shubi,Yevgeni Berzak
机构: Technion - Israel Institute of Technology (以色列理工学院); Massachusetts Institute of Technology (麻省理工学院)
类目: Computation and Language (cs.CL)
备注:

点击查看摘要

[NLP-182] NavRAG : Generating User Demand Instructions for Embodied Navigation through Retrieval-Augmented LLM

链接: https://arxiv.org/abs/2502.11142
作者: Zihan Wang,Yaohui Zhu,Gim Hee Lee,Yachun Fan
机构: National University of Singapore(新加坡国立大学); Beijing Normal University(北京师范大学); Beijing University of Chemical Technology(北京化工大学)
类目: Artificial Intelligence (cs.AI); Computation and Language (cs.CL); Computer Vision and Pattern Recognition (cs.CV)
备注:

点击查看摘要

[NLP-183] VisPath: Automated Visualization Code Synthesis via Multi-Path Reasoning and Feedback-Driven Optimization

链接: https://arxiv.org/abs/2502.11140
作者: Wonduk Seo,Seungyong Lee,Daye Kang,Zonghao Yuan,Seunghyun Lee
机构: Enhans.ai; KAIST; Tsinghua University
类目: oftware Engineering (cs.SE); Artificial Intelligence (cs.AI); Computation and Language (cs.CL); Human-Computer Interaction (cs.HC)
备注: 14 pages, 3 figures, 4 tables

点击查看摘要

[NLP-184] Safety Evaluation of DeepSeek Models in Chinese Contexts

链接: https://arxiv.org/abs/2502.11137
作者: Wenjing Zhang,Xuejiao Lei,Zhaoxiang Liu,Ning Wang,Zhenhong Long,Peijun Yang,Jiaojiao Zhao,Minjie Hua,Chaoyang Ma,Kai Wang,Shiguo Lian
机构: 未知
类目: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
备注:

点击查看摘要

[NLP-185] Improving Similar Case Retrieval Ranking Performance By Revisiting RankSVM

链接: https://arxiv.org/abs/2502.11131
作者: Yuqi Liu,Yan Zheng
机构: 未知
类目: Computation and Language (cs.CL)
备注:

点击查看摘要

[NLP-186] FELLE: Autoregressive Speech Synthesis with Token-Wise Coarse-to-Fine Flow Matching

链接: https://arxiv.org/abs/2502.11128
作者: Hui Wang,Shujie Liu,Lingwei Meng,Jinyu Li,Yifan Yang,Shiwan Zhao,Haiyang Sun,Yanqing Liu,Haoqin Sun,Jiaming Zhou,Yan Lu,Yong Qin
机构: Nankai University; Microsoft Corporation
类目: Computation and Language (cs.CL); Sound (cs.SD); Audio and Speech Processing (eess.AS)
备注:

点击查看摘要

[NLP-187] DuplexMamba: Enhancing Real-time Speech Conversations with Duplex and Streaming Capabilities

链接: https://arxiv.org/abs/2502.11123
作者: Xiangyu Lu,Wang Xu,Haoyu Wang,Hongyun Zhou,Haiyan Zhao,Conghui Zhu,Tiejun Zhao,Muyun Yang
机构: Faculty of Computing, Harbin Institute of Technology (哈尔滨工业大学); Tsinghua University (清华大学)
类目: Computation and Language (cs.CL)
备注:

点击查看摘要

[NLP-188] Gumbel Reranking: Differentiable End-to-End Reranker Optimization

链接: https://arxiv.org/abs/2502.11116
作者: Siyuan Huang,Zhiyuan Ma,Jintao Du,Changhua Meng,Weiqiang Wang,Jingwen Leng,Minyi Guo,Zhouhan Lin
机构: Shanghai Jiaotong University; Tiansuan Lab, Ant Group Co., Ltd.
类目: Computation and Language (cs.CL); Information Retrieval (cs.IR)
备注:

点击查看摘要

[NLP-189] Are Generative Models Underconfident? An Embarrassingly Simple Quality Estimation Approach

链接: https://arxiv.org/abs/2502.11115
作者: Tu Anh Dinh,Jan Niehues
机构: Karlsruhe Institute of Technology (卡尔斯鲁厄理工学院)
类目: Computation and Language (cs.CL)
备注:

点击查看摘要

[NLP-190] Beyond Pairwise: Global Zero-shot Temporal Graph Generation

链接: https://arxiv.org/abs/2502.11114
作者: Alon Eirew,Kfir Bar,Ido Dagan
机构: Bar-Ilan University (巴伊兰大学); Reichman University (雷霍沃特大学)
类目: Computation and Language (cs.CL)
备注:

点击查看摘要

[NLP-191] Valuable Hallucinations: Realizable Non-realistic Propositions

链接: https://arxiv.org/abs/2502.11113
作者: Qiucheng Chen,Bo Wang
机构: Tianjin University (天津大学)
类目: Computation and Language (cs.CL)
备注: 13 pages

点击查看摘要

[NLP-192] Knowledge Graph-Driven Retrieval-Augmented Generation: Integrating Deepseek -R1 with Weaviate for Advanced Chatbot Applications

链接: https://arxiv.org/abs/2502.11108
作者: Alexandru Lecu,Adrian Groza,Lezan Hawizy
机构: Technical University of Cluj-Napoca(克莱约-纳波卡理工大学); Digital Science & Research Solutions Ltd(数字科学与研究解决方案有限公司); Technical University of Cluj-Napoca(克莱约-纳波卡理工大学); Digital Science & Research Solutions Ltd(数字科学与研究解决方案有限公司)
类目: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
备注:

点击查看摘要

[NLP-193] Enhancing Cross-Tokenizer Knowledge Distillation with Contextual Dynamical Mapping

链接: https://arxiv.org/abs/2502.11104
作者: Yijie Chen,Yijin Liu,Fandong Meng,Yufeng Chen,Jinan Xu,Jie Zhou
机构: Beijing Key Lab of Traffic Data Analysis and Mining, Beijing Jiaotong University (北京交通大学), Beijing, China; Pattern Recognition Center, WeChat AI, Tencent Inc (腾讯公司), China
类目: Computation and Language (cs.CL)
备注: The code is available at this https URL

点击查看摘要

[NLP-194] CacheFocus: Dynamic Cache Re-Positioning for Efficient Retrieval-Augmented Generation

链接: https://arxiv.org/abs/2502.11101
作者: Kun-Hui Lee,Eunhwan Park,Donghoon Han,Seung-Hoon Na
机构: Jeonbuk National University (全州国立大学); Seoul National University (首尔国立大学)
类目: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
备注: 11 pages (Work in progress)

点击查看摘要

[NLP-195] owards Achieving Concept Completeness for Unsupervised Textual Concept Bottleneck Models

链接: https://arxiv.org/abs/2502.11100
作者: Milan Bhan,Yann Choho,Pierre Moreau,Jean-Noel Vittaut,Nicolas Chesneau,Marie-Jeanne Lesot
机构: Sorbonne Université, CNRS, LIP6, F-75005 Paris, France; Ekimetrics, Paris, France
类目: Computation and Language (cs.CL)
备注:

点击查看摘要

[NLP-196] Mixture of Tunable Experts - Behavior Modification of DeepSeek -R1 at Inference Time

链接: https://arxiv.org/abs/2502.11096
作者: Robert Dahlke,Henrik Klagges,Dan Zecha,Benjamin Merkel,Sven Rohr,Fabian Klemm
机构: TNG Technology Consulting GmbH (TNG技术咨询有限公司), Germany (德国)
类目: Artificial Intelligence (cs.AI); Computation and Language (cs.CL)
备注:

点击查看摘要

[NLP-197] A Survey of Large Language Models in Psychotherapy: Current Landscape and Future Directions

链接: https://arxiv.org/abs/2502.11095
作者: Hongbin Na,Yining Hua,Zimu Wang,Tao Shen,Beibei Yu,Lilin Wang,Wei Wang,John Torous,Ling Chen
机构: Australian Artificial Intelligence Institute, University of Technology Sydney (澳大利亚科技悉尼大学人工智能研究院); Harvard University (哈佛大学); Xi’an Jiaotong-Liverpool University (西安交通大学利物浦大学); University of Pennsylvania (宾夕法尼亚大学)
类目: Computation and Language (cs.CL)
备注: in progress

点击查看摘要

[NLP-198] SafeDialBench: A Fine-Grained Safety Benchmark for Large Language Models in Multi-Turn Dialogues with Diverse Jailbreak Attacks

链接: https://arxiv.org/abs/2502.11090
作者: Hongye Cao,Yanming Wang,Sijia Jing,Ziyue Peng,Zhixin Bai,Zhe Cao,Meng Fang,Fan Feng,Boyan Wang,Jiaheng Liu,Tianpei Yang,Jing Huo,Yang Gao,Fanyu Meng,Xi Yang,Chao Deng,Junlan Feng
机构: National Key Laboratory for Novel Software Technology, Nanjing University (软件新技术国家重点实验室，南京大学); University of Liverpool (利物浦大学); University of California, San Diego (加州大学圣地亚哥分校); School of Intelligence Science and Technology, Nanjing University (智能科学与技术学院，南京大学); China Mobile Research Institute, Beijing (中移（杭州）信息技术有限公司，北京); China Mobile (Suzhou) Software Technology Co., Ltd. Suzhou (中移（苏州）软件技术有限公司，苏州)
类目: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
备注:

点击查看摘要

[NLP-199] Native Sparse Attention: Hardware-Aligned and Natively Trainable Sparse Attention

链接: https://arxiv.org/abs/2502.11089
作者: Jingyang Yuan,Huazuo Gao,Damai Dai,Junyu Luo,Liang Zhao,Zhengyan Zhang,Zhenda Xie,Y. X. Wei,Lean Wang,Zhiping Xiao,Yuqing Wang,Chong Ruan,Ming Zhang,Wenfeng Liang,Wangding Zeng
机构: DeepSeek-AI; Key Laboratory for Multimedia Information Processing (多媒体信息处理重点实验室); Peking University (北京大学); PKU-Anker LLM Lab (北京大学安克LLM实验室); University of Washington (华盛顿大学)
类目: Computation and Language (cs.CL); Artificial Intelligence (cs.AI); Machine Learning (cs.LG)
备注:

点击查看摘要

[NLP-200] Rewrite to Jailbreak: Discover Learnable and Transferable Implicit Harmfulness Instruction

链接: https://arxiv.org/abs/2502.11084
作者: Yuting Huang,Chengyuan Liu,Yifeng Feng,Chao Wu,Fei Wu,Kun Kuang
机构: Zhejiang University(浙江大学)
类目: Computation and Language (cs.CL)
备注: 21pages, 10 figures

点击查看摘要

[NLP-201] Streamlining the Collaborative Chain of Models into A Single Forward Pass in Generation-Based Tasks

链接: https://arxiv.org/abs/2502.11083
作者: Yuanjie Lyu,Chao Zhang,Yuhao Chen,Yong Chen,Tong Xu
机构: University of Science and Technology of China (中国科学技术大学)
类目: Computation and Language (cs.CL)
备注:

点击查看摘要

[NLP-202] DEEPER Insight into Your User: Directed Persona Refinement for Dynamic Persona Modeling

链接: https://arxiv.org/abs/2502.11078
作者: Aili Chen,Chengyu Du,Jiangjie Chen,Jinghan Xu,Yikai Zhang,Siyu Yuan,Zulong Chen,Liangyue Li,Yanghua Xiao
机构: Shanghai Key Laboratory of Data Science, School of Computer Science, Fudan University(复旦大学); ByteDance Inc.(字节跳动); School of Data Science, Fudan University(复旦大学); Alibaba Group(阿里巴巴)
类目: Computation and Language (cs.CL)
备注:

点击查看摘要

[NLP-203] Exposing Numeracy Gaps: A Benchmark to Evaluate Fundamental Numerical Abilities in Large Language Models

链接: https://arxiv.org/abs/2502.11075
作者: Haoyang Li,Xuejia Chen,Zhanchao XU,Darian Li,Nicole Hu,Fei Teng,Yiming Li,Luyu Qiu,Chen Jason Zhang,Qing Li,Lei Chen
机构: 未知
类目: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
备注:

点击查看摘要

[NLP-204] Demystifying Hateful Content: Leverag ing Large Multimodal Models for Hateful Meme Detection with Explainable Decisions

链接: https://arxiv.org/abs/2502.11073
作者: Ming Shan Hee,Roy Ka-Wei Lee
机构: 未知
类目: Computation and Language (cs.CL)
备注: Preprint. Accepted at ICWSM’25

点击查看摘要

[NLP-205] CARMA: Enhanced Compositionality in LLM s via Advanced Regularisation and Mutual Information Alignment

链接: https://arxiv.org/abs/2502.11066
作者: Nura Aljaafari,Danilo S. Carvalho,André Freitas
机构: 未知
类目: Computation and Language (cs.CL)
备注: 18 pages, 7 figures, 5 tables

点击查看摘要

[NLP-206] Beyond Similarity: A Gradient-based Graph Method for Instruction Tuning Data Selection

链接: https://arxiv.org/abs/2502.11062
作者: Yang Zhao,Li Du,Xiao Ding,Yangou Ouyang,Hepeng Wang,Kai Xiong,Jinglong Gao,Zhouhao Sun,Dongliang Xu,Yang Qing,Dongchen Li,Bing Qin,Ting Liu
机构: Research Center for Social Computing and Information Retrieval, Harbin Institute of Technology, China (社会计算与信息检索研究中心, 哈尔滨工业大学, 中国); Beijing Academy of Artificial Intelligence, Beijing, China (北京人工智能研究院, 中国北京); Du Xiaoman Technology (Beijing) Co., Ltd. (度小满科技(北京)有限公司)
类目: Computation and Language (cs.CL)
备注:

点击查看摘要

[NLP-207] Déjà Vu? Decoding Repeated Reading from Eye Movements

链接: https://arxiv.org/abs/2502.11061
作者: Yoav Meiri,Omer Shubi,Cfir Avraham Hadar,Ariel Kreisberg Nitzav,Yevgeni Berzak
机构: 未知
类目: Computation and Language (cs.CL)
备注:

点击查看摘要

[NLP-208] Reasoning -Augmented Conversation for Multi-Turn Jailbreak Attacks on Large Language Models

链接: https://arxiv.org/abs/2502.11054
作者: Zonghao Ying,Deyue Zhang,Zonglei Jing,Yisong Xiao,Quanchen Zou,Aishan Liu,Siyuan Liang,Xiangzheng Zhang,Xianglong Liu,Dacheng Tao
机构: 未知
类目: Computation and Language (cs.CL); Artificial Intelligence (cs.AI); Cryptography and Security (cs.CR)
备注:

点击查看摘要

[NLP-209] MMUNLEARNER: Reformulating Multimodal Machine Unlearning in the Era of Multimodal Large Language Models

链接: https://arxiv.org/abs/2502.11051
作者: Jiahao Huo,Yibo Yan,Xu Zheng,Yuanhuiyi Lyu,Xin Zou,Zhihua Wei,Xuming Hu
机构: 未知
类目: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
备注:

点击查看摘要

[NLP-210] Mind the Confidence Gap: Overconfidence Calibration and Distractor Effects in Large Language Models

链接: https://arxiv.org/abs/2502.11028
作者: Prateek Chhikara
机构: University of Southern California(南加州大学), USA
类目: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
备注:

点击查看摘要

[NLP-211] Simplify RLHF as Reward-Weighted SFT: A Variational Method

链接: https://arxiv.org/abs/2502.11026
作者: Yuhao Du,Zhuo Li,Pengyu Cheng,Zhihong Chen,Yuejiao Xie,Xiang Wan,Anningzhe Gao
机构: 未知
类目: Machine Learning (cs.LG); Artificial Intelligence (cs.AI); Computation and Language (cs.CL)
备注:

点击查看摘要

[NLP-212] MultiTEND: A Multilingual Benchmark for Natural Language to NoSQL Query Translation

链接: https://arxiv.org/abs/2502.11022
作者: Zhiqian Qin,Yuanfeng Song,Jinwei Lu,Yuanwei Song,Shuaimin Li,Chen Jason Zhang
机构: 未知
类目: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
备注:

点击查看摘要

[NLP-213] Leverag ing Uncertainty Estimation for Efficient LLM Routing

链接: https://arxiv.org/abs/2502.11021
作者: Tuo Zhang,Asal Mehradfar,Dimitrios Dimitriadis,Salman Avestimehr
机构: 未知
类目: Networking and Internet Architecture (cs.NI); Computation and Language (cs.CL)
备注:

点击查看摘要

[NLP-214] UMLU: A Unified and Native Language Understanding Benchmark for Turkic Languages

链接: https://arxiv.org/abs/2502.11020
作者: Jafar Isbarov,Arofat Akhundjanova,Mammad Hajili,Kavsar Huseynova,Dmitry Gaynullin,Anar Rzayev,Osman Tursun,Ilshat Saetov,Rinat Kharisov,Saule Belginova,Ariana Kenbayeva,Amina Alisheva,Aizirek Turdubaeva,Abdullatif Köksal,Samir Rustamov,Duygu Ataman
机构: 未知
类目: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
备注:

点击查看摘要

[NLP-215] GRIFFIN: Effective Token Alignment for Faster Speculative Decoding

链接: https://arxiv.org/abs/2502.11018
作者: Shijing Hu,Jingyang Li,Xingyu Xie,Zhihui Lu,Kim-Chuan Toh,Pan Zhou
机构: 未知
类目: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
备注:

点击查看摘要

[NLP-216] CounterBench: A Benchmark for Counterfactuals Reasoning in Large Language Models

链接: https://arxiv.org/abs/2502.11008
作者: Yuefei Chen,Vivek K.Singh,Jing Ma,Ruxiang Tang
机构: 未知
类目: Computation and Language (cs.CL)
备注:

点击查看摘要

[NLP-217] ControlText: Unlocking Controllable Fonts in Multilingual Text Rendering without Font Annotations

链接: https://arxiv.org/abs/2502.10999
作者: Bowen Jiang,Yuan Yuan,Xinyi Bai,Zhuoqun Hao,Alyson Yin,Yaojie Hu,Wenyu Liao,Lyle Ungar,Camillo J. Taylor
机构: University of Pennsylvania (宾夕法尼亚大学); Cornell University (康奈尔大学); University of California, Irvine (加州大学欧文分校)
类目: Computer Vision and Pattern Recognition (cs.CV); Artificial Intelligence (cs.AI); Computation and Language (cs.CL); Multimedia (cs.MM)
备注: This is preliminary work and code will be released at this http URL

点击查看摘要

[NLP-218] RAS: Retrieval-And-Structuring for Knowledge-Intensive LLM Generation

链接: https://arxiv.org/abs/2502.10996
作者: Pengcheng Jiang,Lang Cao,Ruike Zhu,Minhao Jiang,Yunyi Zhang,Jimeng Sun,Jiawei Han
机构: 未知
类目: Computation and Language (cs.CL)
备注: under review

点击查看摘要

[NLP-219] Evaluating Large language models on Understanding Korean indirect Speech acts

链接: https://arxiv.org/abs/2502.10995
作者: Youngeun Koo,Jiwoo Lee,Dojun Park,Seohyun Park,Sungeun Lee
机构: 未知
类目: Computation and Language (cs.CL)
备注: under review (15 pages)

点击查看摘要

[NLP-220] RoseRAG : Robust Retrieval-augmented Generation with Small-scale LLM s via Margin-aware Preference Optimization

链接: https://arxiv.org/abs/2502.10993
作者: Tianci Liu,Haoxiang Jiang,Tianze Wang,Ran Xu,Yue Yu,Linjun Zhang,Tuo Zhao,Haoyu Wang
机构: 未知
类目: Computation and Language (cs.CL); Machine Learning (cs.LG)
备注:

点击查看摘要

[NLP-221] FinMTEB: Finance Massive Text Embedding Benchmark

链接: https://arxiv.org/abs/2502.10990
作者: Yixuan Tang,Yi Yang
机构: 未知
类目: Computation and Language (cs.CL); Information Retrieval (cs.IR)
备注: this https URL

点击查看摘要

[NLP-222] QuOTE: Question-Oriented Text Embeddings

链接: https://arxiv.org/abs/2502.10976
作者: Andrew Neeser,Kaylen Latimer,Aadyant Khatri,Chris Latimer,Naren Ramakrishnan
机构: 未知
类目: Information Retrieval (cs.IR); Artificial Intelligence (cs.AI); Computation and Language (cs.CL); Machine Learning (cs.LG)
备注:

点击查看摘要

[NLP-223] Akan Cinematic Emotions (ACE): A Multimodal Multi-party Dataset for Emotion Recognition in Movie Dialogues

链接: https://arxiv.org/abs/2502.10973
作者: David Sasu,Zehui Wu,Ziwei Gong,Run Chen,Pengyuan Shi,Lin Ai,Julia Hirschberg,Natalie Schluter
机构: 未知
类目: Computation and Language (cs.CL)
备注:

点击查看摘要

[NLP-224] Neural Networks Remember More: The Power of Parameter Isolation and Combination

链接: https://arxiv.org/abs/2502.10966
作者: Biqing Zeng,Zehan Li,Aladdin Ayesh
机构: 未知
类目: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
备注:

点击查看摘要

[NLP-225] Exploring Contextual Flux in Large Language Models : A Novel Approach to Self-Modulating Semantic Networks

链接: https://arxiv.org/abs/2502.10942
作者: Henry Evidail,Zachary Mountebank,Alistair Hathersage,Peter Stanhope,Basil Ravenscroft,Tobias Waddingham
机构: 未知
类目: Computation and Language (cs.CL)
备注:

点击查看摘要

[NLP-226] SCALE: Towards Collaborative Content Analysis in Social Science with Large Language Model Agents and Human Intervention

链接: https://arxiv.org/abs/2502.10937
作者: Chengshuai Zhao,Zhen Tan,Chau-Wai Wong,Xinyan Zhao,Tianlong Chen,Huan Liu
机构: 未知
类目: Artificial Intelligence (cs.AI); Computation and Language (cs.CL); Multiagent Systems (cs.MA)
备注:

点击查看摘要

[NLP-227] Fundamental Principles of Linguistic Structure are Not Represented by o3

链接: https://arxiv.org/abs/2502.10934
作者: Elliot Murphy,Evelina Leivada,Vittoria Dentella,Fritz Gunther,Gary Marcus
机构: 未知
类目: Computation and Language (cs.CL)
备注:

点击查看摘要

[NLP-228] Semantic Specialization in MoE Appears with Scale: A Study of DeepSeek R1 Expert Specialization

链接: https://arxiv.org/abs/2502.10928
作者: Matthew Lyle Olson,Neale Ratzlaff,Musashi Hinck,Man Luo,Sungduk Yu,Chendi Xue,Vasudev Lal
机构: 未知
类目: Machine Learning (cs.LG); Artificial Intelligence (cs.AI); Computation and Language (cs.CL)
备注:

点击查看摘要

[NLP-229] Evolving Hate Speech Online: An Adaptive Framework for Detection and Mitigation

链接: https://arxiv.org/abs/2502.10921
作者: Shiza Ali,Gianluca Stringhini
机构: University of Washington(华盛顿大学) Bothell(博塞尔); Boston University(波士顿大学) Boston(波士顿) Massachusetts(马萨诸塞州) USA(美国)
类目: Computation and Language (cs.CL); Social and Information Networks (cs.SI)
备注:

点击查看摘要

[NLP-230] Enhancing Conversational Agents from Open-Source Large Language Models with Illocutionary Force and Document-Based Knowledge Retrieval

链接: https://arxiv.org/abs/2502.10916
作者: Godfrey Inyama
机构: 未知
类目: Computation and Language (cs.CL); Information Retrieval (cs.IR)
备注: 23 pages, 1 figure, 7 tables

点击查看摘要

[NLP-231] Developing Conversational Speech Systems for Robots to Detect Speech Biomarkers of Cognition in People Living with Dementia

链接: https://arxiv.org/abs/2502.10896
作者: Rohith Perumandla,Young-Ho Bae,Diego Izaguirre,Esther Hwang,Andrew Murphy,Long-Jing Hsu,Selma Sabanovic,Casey C. Bennett
机构: 未知
类目: Computation and Language (cs.CL)
备注: Main paper 28 pages long (pg 2-30), includes 5 figures, 5 tables, 1 Appendix at end

点击查看摘要

[NLP-232] MET-Bench: Multimodal Entity Tracking for Evaluating the Limitations of Vision-Language and Reasoning Models

链接: https://arxiv.org/abs/2502.10886
作者: Vanya Cohen,Raymond Mooney
机构: 未知
类目: Computation and Language (cs.CL)
备注:

点击查看摘要

[NLP-233] CiteCheck: Towards Accurate Citation Faithfulness Detection

链接: https://arxiv.org/abs/2502.10881
作者: Ziyao Xu,Shaohang Wei,Zhuoheng Han,Jing Jin,Zhe Yang,Xiaoguang Li,Haochen Tan,Zhijiang Guo,Houfeng Wang
机构: 未知
类目: Computation and Language (cs.CL)
备注:

点击查看摘要

[NLP-234] he Representation and Recall of Interwoven Structured Knowledge in LLM s: A Geometric and Layered Analysis

链接: https://arxiv.org/abs/2502.10871
作者: Ge Lei,Samuel J. Cooper
机构: 未知
类目: Computation and Language (cs.CL); Artificial Intelligence (cs.AI); Machine Learning (cs.LG)
备注:

点击查看摘要

[NLP-235] NitiBench: A Comprehensive Studies of LLM Frameworks Capabilities for Thai Legal Question Answering

链接: https://arxiv.org/abs/2502.10868
作者: Pawitsapak Akarajaradwong,Pirat Pothavorn,Chompakorn Chaksangchaichot,Panuthep Tasawong,Thitiwat Nopparatbundit,Sarana Nutanong
机构: 未知
类目: Computation and Language (cs.CL)
备注:

点击查看摘要

[NLP-236] A Tutorial on LLM Reasoning : Relevant Methods behind ChatGPT o1

链接: https://arxiv.org/abs/2502.10867
作者: Jun Wang
机构: 未知
类目: Artificial Intelligence (cs.AI); Computation and Language (cs.CL)
备注:

点击查看摘要

[NLP-237] Is Depth All You Need? An Exploration of Iterative Reasoning in LLM s

链接: https://arxiv.org/abs/2502.10858
作者: Zongqian Wu,Tianyu Li,Jiaying Yang,Mengmeng Zhan,Xiaofeng Zhu,Lei Feng
机构: UESTC; SUTD
类目: Artificial Intelligence (cs.AI); Computation and Language (cs.CL)
备注: 22 pages, 7 figures

点击查看摘要

[NLP-238] Divergent Thoughts toward One Goal: LLM -based Multi-Agent Collaboration System for Electronic Design Automation

链接: https://arxiv.org/abs/2502.10857
作者: Haoyuan Wu,Haisheng Zheng,Zhuolun He,Bei Yu
机构: The Chinese University of Hong Kong (香港中文大学); Shanghai Artificial Intelligent Laboratory (上海人工智能实验室); ChatEDA Tech (ChatEDA科技)
类目: Computation and Language (cs.CL)
备注:

点击查看摘要

[NLP-239] owards Effective Extraction and Evaluation of Factual Claims

链接: https://arxiv.org/abs/2502.10855
作者: Dasha Metropolitansky,Jonathan Larson
机构: 未知
类目: Computation and Language (cs.CL)
备注:

点击查看摘要

[NLP-240] Multilingual Encoder Knows more than You Realize: Shared Weights Pretraining for Extremely Low-Resource Languages

链接: https://arxiv.org/abs/2502.10852
作者: Zeli Su,Ziyin Zhang,Guixian Xu,Jianing Liu,XU Han,Ting Zhang,Yushuang Dong
机构: Key Laboratory of Ethnic Language Intelligent Analysis and Security Governance of MOE (民族语言智能分析与安全治理重点实验室（MOE）); Minzu University of China (中央民族大学); Shanghai Jiao Tong University (上海交通大学)
类目: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
备注:

点击查看摘要

[NLP-241] Back Attention: Understanding and Enhancing Multi-Hop Reasoning in Large Language Models

链接: https://arxiv.org/abs/2502.10835
作者: Zeping Yu,Yonatan Belinkov,Sophia Ananiadou
机构: University of Manchester (曼彻斯特大学); Technion - IIT (以色列理工学院)
类目: Computation and Language (cs.CL)
备注: preprint

点击查看摘要

计算机视觉

[CV-0] Diffusion Models without Classifier-free Guidance

链接: https://arxiv.org/abs/2502.12154
作者: Zhicong Tang,Jianmin Bao,Dong Chen,Baining Guo
机构: 未知
类目: Computer Vision and Pattern Recognition (cs.CV); Artificial Intelligence (cs.AI); Machine Learning (cs.LG)
备注:

点击查看摘要

[CV-1] VoLUT: Efficient Volumetric streaming enhanced by LUT-based super-resolution

链接: https://arxiv.org/abs/2502.12151
作者: Chendong Wang,Anlan Zhang,Yifan Yang,Lili Qiu,Yuqing Yang,Xinyang Jiang,Feng Qian,Suman Banerjee
机构: 未知
类目: Computer Vision and Pattern Recognition (cs.CV); Systems and Control (eess.SY)
备注:

点击查看摘要

[CV-2] HermesFlow: Seamlessly Closing the Gap in Multimodal Understanding and Generation

链接: https://arxiv.org/abs/2502.12148
作者: Ling Yang,Xinchen Zhang,Ye Tian,Chenming Shang,Minghao Xu,Wentao Zhang,Bin Cui
机构: 未知
类目: Computer Vision and Pattern Recognition (cs.CV)
备注: Code: this https URL

点击查看摘要

[CV-3] Diffusion-Sharpening: Fine-tuning Diffusion Models with Denoising Trajectory Sharpening

链接: https://arxiv.org/abs/2502.12146
作者: Ye Tian,Ling Yang,Xinchen Zhang,Yunhai Tong,Mengdi Wang,Bin Cui
机构: 未知
类目: Computer Vision and Pattern Recognition (cs.CV)
备注: Code: this https URL

点击查看摘要

[CV-4] FLARE: Feed-forward Geometry Appearance and Camera Estimation from Uncalibrated Sparse Views

链接: https://arxiv.org/abs/2502.12138
作者: Shangzhan Zhang,Jianyuan Wang,Yinghao Xu,Nan Xue,Christian Rupprecht,Xiaowei Zhou,Yujun Shen,Gordon Wetzstein
机构: Ant Group (蚂蚁集团); Zhejiang University (浙江大学); University of Oxford (牛津大学); Stanford University (斯坦福大学)
类目: Computer Vision and Pattern Recognition (cs.CV)
备注: 8 pages. Website: this https URL

点击查看摘要

[CV-5] MagicArticulate: Make Your 3D Models Articulation-Ready

链接: https://arxiv.org/abs/2502.12135
作者: Chaoyue Song,Jianfeng Zhang,Xiu Li,Fan Yang,Yiwen Chen,Zhongcong Xu,Jun Hao Liew,Xiaoyang Guo,Fayao Liu,Jiashi Feng,Guosheng Lin
机构: Nanyang Technological University (南洋理工大学); ByteDance Seed (字节跳动种子团队); Institute for Inforcomm Research, A*STAR (信息通信研究院, 新加坡科技研究局)
类目: Computer Vision and Pattern Recognition (cs.CV); Graphics (cs.GR)
备注:

点击查看摘要

[CV-6] A Monocular Event-Camera Motion Capture System

链接: https://arxiv.org/abs/2502.12113
作者: Leonard Bauersfeld,Davide Scaramuzza
机构: Robotics and Perception Group, University of Zurich (苏黎世大学机器人与感知小组); European Union (欧盟); ERC (欧洲研究委员会); Swiss National Science Foundation (瑞士国家科学基金会)
类目: Robotics (cs.RO); Computer Vision and Pattern Recognition (cs.CV)
备注: 8 pages

点击查看摘要

[CV-7] oken Communications: A Unified Framework for Cross-modal Context-aware Semantic Communications

链接: https://arxiv.org/abs/2502.12096
作者: Li Qiao,Mahdi Boloursaz Mashhadi,Zhen Gao,Rahim Tafazolli,Mehdi Bennis,Dusit Niyato
机构: School of Information and Electronics, Beijing Institute of Technology (北京理工大学信息与电子学院); 5GIC & 6GIC, Institute for Communication Systems (ICS), University of Surrey (萨里大学通信系统研究所5GIC & 6GIC); Centre for Wireless Communications, University of Oulu (奥卢大学无线通信中心); School of Computer Science and Engineering, Nanyang Technological University (南洋理工大学计算机科学与工程学院)
类目: Information Theory (cs.IT); Computer Vision and Pattern Recognition (cs.CV); Multimedia (cs.MM); Signal Processing (eess.SP)
备注:

点击查看摘要

[CV-8] Descriminative-Generative Custom Tokens for Vision-Language Models

链接: https://arxiv.org/abs/2502.12095
作者: Pramuditha Perera,Matthew Trager,Luca Zancato,Alessandro Achille,Stefano Soatto
机构: AWS AI Labs
类目: Computer Vision and Pattern Recognition (cs.CV)
备注:

点击查看摘要

[CV-9] HumanGif: Single-View Human Diffusion with Generative Prior

链接: https://arxiv.org/abs/2502.12080
作者: Shoukang Hu,Takuya Narihira,Kazumi Fukuda,Ryosuke Sawata,Takashi Shibuya,Yuki Mitsufuji
机构: Sony AIJapan; Sony AI, Sony Group CorporationJapan
类目: Computer Vision and Pattern Recognition (cs.CV)
备注: Project page: this https URL

点击查看摘要

[CV-10] Enhancing Transparent Object Pose Estimation: A Fusion of GDR-Net and Edge Detection

链接: https://arxiv.org/abs/2502.12027
作者: Tessa Pulli,Peter Hönig,Stefan Thalhammer,Matthias Hirschmanner,Markus Vincze
机构: Automation and Control Institute (自动化控制研究所); TU Wien (维也纳技术大学); Department of Industrial Engineering (工业工程系); University of Applied Sciences Technikum Wien (应用科学技术学院)
类目: Computer Vision and Pattern Recognition (cs.CV)
备注: accepted at First Austrian Symposium on AI, Robotics, and Vision (AIROV 2024)

点击查看摘要

[CV-11] Predicting Next-Day Wildfire Spread with Time Series and Attention

链接: https://arxiv.org/abs/2502.12003
作者: Saad Lahrichi,Jesse Johnson,Jordan Malof
机构: University of Missouri(密苏里大学); University of Montana(蒙大拿大学)
类目: Computer Vision and Pattern Recognition (cs.CV)
备注:

点击查看摘要

[CV-12] NaturalL2S: End-to-End High-quality Multispeaker Lip-to-Speech Synthesis with Differential Digital Signal Processing

链接: https://arxiv.org/abs/2502.12002
作者: Yifan Liang,Fangkun Liu,Andong Li,Xiaodong Li,Chengshi Zheng
机构: IEEE Publication Technology Group (IEEE出版技术集团)
类目: ound (cs.SD); Computer Vision and Pattern Recognition (cs.CV); Audio and Speech Processing (eess.AS)
备注:

点击查看摘要

[CV-13] MultiFlow: A unified deep learning framework for multi-vessel classification segmentation and clustering of phase-contrast MRI validated on a multi-site single ventricle patient cohort

链接: https://arxiv.org/abs/2502.11993
作者: Tina Yao,Nicole St. Clair,Gabriel F. Miller,FORCE Investigators,Jennifer A. Steeden,Rahul H. Rathod,Vivek Muthurangu
机构: 未知
类目: Computer Vision and Pattern Recognition (cs.CV)
备注: 6 Figures, 1 Table

点击查看摘要

[CV-14] On the Logic Elements Associated with Round-Off Errors and Gaussian Blur in Image Registration: A Simple Case of Commingling

链接: https://arxiv.org/abs/2502.11992
作者: Serap A. Savari
机构: Texas A&M University (德州农工大学)
类目: Computer Vision and Pattern Recognition (cs.CV)
备注:

点击查看摘要

[CV-15] Characterizing Photorealism and Artifacts in Diffusion Model-Generated Images

链接: https://arxiv.org/abs/2502.11989
作者: Negar Kamali,Karyn Nakamura,Aakriti Kumar,Angelos Chatzimparmpas,Jessica Hullman,Matthew Groh
机构: Northwestern University(西北大学)
类目: Human-Computer Interaction (cs.HC); Artificial Intelligence (cs.AI); Computer Vision and Pattern Recognition (cs.CV)
备注: 26 pages, 24 Figures, Accepted by ACM CHI 2025

点击查看摘要

[CV-16] Image Inversion: A Survey from GANs to Diffusion and Beyond

链接: https://arxiv.org/abs/2502.11974
作者: Yinan Chen,Jiangning Zhang,Yali Bi,Xiaobin Hu,Teng Hu,Zhucun Xue,Ran Yi,Yong Liu,Ying Tai
机构: 未知
类目: Computer Vision and Pattern Recognition (cs.CV)
备注: 10 pages, 2 figures

点击查看摘要

[CV-17] Robust 6DoF Pose Tracking Considering Contour and Interior Correspondence Uncertainty for AR Assembly Guidance

链接: https://arxiv.org/abs/2502.11971
作者: Jixiang Chen,Jing Chen,Kai Liu,Haochen Chang,Shanfeng Fu,Jian Yang
机构: 未知
类目: Computer Vision and Pattern Recognition (cs.CV)
备注: Submitted to IEEE Transactions on Instrumentation and Measurement

点击查看摘要

[CV-18] Learning Generalizable Prompt for CLIP with Class Similarity Knowledge

链接: https://arxiv.org/abs/2502.11969
作者: Sehun Jung,Hyang-won Lee
机构: Department of Computer Science and Engineering, Konkuk University (计算机科学与工程系, 康ju克大学)
类目: Artificial Intelligence (cs.AI); Computer Vision and Pattern Recognition (cs.CV); Machine Learning (cs.LG)
备注:

点击查看摘要

[CV-19] pySLAM: An Open-Source Modular and Extensible Framework for SLAM

链接: https://arxiv.org/abs/2502.11955
作者: Luigi Freda
机构: 未知
类目: Robotics (cs.RO); Computer Vision and Pattern Recognition (cs.CV)
备注:

点击查看摘要

[CV-20] GRAPHGPT -O: Synergistic Multimodal Comprehension and Generation on Graphs

链接: https://arxiv.org/abs/2502.11925
作者: Yi Fang,Bowen Jin,Jiacheng Shen,Sirui Ding,Qiaoyu Tan,Jiawei Han
机构: New York University Shanghai(纽约大学上海); University of Illinois at Urbana-Champaign(伊利诺伊大学香槟分校); University of California San Francisco(加州大学旧金山分校)
类目: Artificial Intelligence (cs.AI); Computer Vision and Pattern Recognition (cs.CV); Machine Learning (cs.LG)
备注:

点击查看摘要

[CV-21] DLFR-VAE: Dynamic Latent Frame Rate VAE for Video Generation

链接: https://arxiv.org/abs/2502.11897
作者: Zhihang Yuan,Siyuan Wang,Rui Xie,Hanling Zhang,Tongcheng Fang,Yuzhang Shang,Shengen Yan,Guohao Dai,Yu Wang
机构: 未知
类目: Computer Vision and Pattern Recognition (cs.CV); Artificial Intelligence (cs.AI)
备注:

点击查看摘要

[CV-22] From Open-Vocabulary to Vocabulary-Free Semantic Segmentation

链接: https://arxiv.org/abs/2502.11891
作者: Klara Reichard,Giulia Rizzoli,Stefano Gasperini,Lukas Hoyer,Pietro Zanuttigh,Nassir Navab,Federico Tombari
机构: 未知
类目: Computer Vision and Pattern Recognition (cs.CV)
备注: Submitted to: Pattern Recognition Letters, Klara Reichard and Giulia Rizzoli equally contributed to this work

点击查看摘要

[CV-23] Does Knowledge About Perceptual Uncertainty Help an Agent in Automated Driving?

链接: https://arxiv.org/abs/2502.11864
作者: Natalie Grabowsky,Annika Mütze,Joshua Wendland,Nils Jansen,Matthias Rottmann
机构: Institute of Mathematics, Technical University of Berlin (柏林工业大学数学研究所); Department of Mathematics, University of Wuppertal (伍珀塔尔大学数学系); Faculty of Computer Science, Ruhr University Bochum (鲁尔大学计算机科学系)
类目: Computer Vision and Pattern Recognition (cs.CV); Robotics (cs.RO)
备注: 8 pages, 9 figures

点击查看摘要

[CV-24] Rethinking Audio-Visual Adversarial Vulnerability from Temporal and Modality Perspectives ICLR2025

链接: https://arxiv.org/abs/2502.11858
作者: Zeliang Zhang,Susan Liang,Daiki Shimada,Chenliang Xu
机构: University of Rochester (罗彻斯特大学); Sony Group Corporation (索尼集团 corporation)
类目: ound (cs.SD); Computer Vision and Pattern Recognition (cs.CV)
备注: Accepted by ICLR 2025

点击查看摘要

[CV-25] Steering the LoCoMotif: Using Domain Knowledge in Time Series Motif Discovery

链接: https://arxiv.org/abs/2502.11850
作者: Aras Yurtman,Daan Van Wesenbeeck,Wannes Meert,Hendrik Blockeel
机构: 未知
类目: Machine Learning (cs.LG); Artificial Intelligence (cs.AI); Computer Vision and Pattern Recognition (cs.CV)
备注:

点击查看摘要

[CV-26] ChordFormer: A Conformer-Based Architecture for Large-Vocabulary Audio Chord Recognition

链接: https://arxiv.org/abs/2502.11840
作者: Muhammad Waseem Akram,Stefano Dettori,Valentina Colla,Giorgio Carlo Buttazzo
机构: Sant’Anna School of Advanced Studies (圣安娜高等学院)
类目: ound (cs.SD); Artificial Intelligence (cs.AI); Computer Vision and Pattern Recognition (cs.CV); Information Retrieval (cs.IR); Machine Learning (cs.LG)
备注: 13 pages, 4 figures

点击查看摘要

[CV-27] Intuitive physics understanding emerges from self-supervised pretraining on natural videos

链接: https://arxiv.org/abs/2502.11831
作者: Quentin Garrido,Nicolas Ballas,Mahmoud Assran,Adrien Bardes,Laurent Najman,Michael Rabbat,Emmanuel Dupoux,Yann LeCun
机构: Meta (META)
类目: Computer Vision and Pattern Recognition (cs.CV); Artificial Intelligence (cs.AI)
备注: 24 pages,14 figures, 5 tables

点击查看摘要

[CV-28] Revealing Bias Formation in Deep Neural Networks Through the Geometric Mechanisms of Human Visual Decoupling

链接: https://arxiv.org/abs/2502.11809
作者: Yanbiao Ma,Bowei Liu,Wei Dai,Jiayi Chen,Shuo Li
机构: School of Artificial Intelligence, Xidian University (人工智能学院, 西安电子科技大学), Xi’an (西安), 710071 (710071), China (中国)
类目: Computer Vision and Pattern Recognition (cs.CV); Artificial Intelligence (cs.AI)
备注:

点击查看摘要

[CV-29] 3D Gaussian Inpainting with Depth-Guided Cross-View Consistency

链接: https://arxiv.org/abs/2502.11801
作者: Sheng-Yu Huang,Zi-Ting Chou,Yu-Chiang Frank Wang
机构: Graduate Institute of Communication Engineering, National Taiwan University (台湾大学通信工程研究所); NVIDIA (英伟达), Taiwan (台湾)
类目: Computer Vision and Pattern Recognition (cs.CV); Machine Learning (cs.LG)
备注:

点击查看摘要

[CV-30] Deep Neural Networks for Accurate Depth Estimation with Latent Space Features

链接: https://arxiv.org/abs/2502.11777
作者: Siddiqui Muhammad Yasir,Hyunsik Ahn
机构: 未知
类目: Computer Vision and Pattern Recognition (cs.CV); Artificial Intelligence (cs.AI)
备注:

点击查看摘要

[CV-31] video-SALMONN-o1 : Reasoning -enhanced Audio-visual Large Language Model

链接: https://arxiv.org/abs/2502.11775
作者: Guangzhi Sun,Yudong Yang,Jimin Zhuang,Changli Tang,Yixuan Li,Wei Li,Zejun MA,Chao Zhang
机构: 未知
类目: Computer Vision and Pattern Recognition (cs.CV)
备注:

点击查看摘要

[CV-32] Lightweight Deepfake Detection Based on Multi-Feature Fusion

链接: https://arxiv.org/abs/2502.11763
作者: Siddiqui Muhammad Yasir,Hyun Kim
机构: 未知
类目: Computer Vision and Pattern Recognition (cs.CV); Artificial Intelligence (cs.AI)
备注:

点击查看摘要

[CV-33] On the Computation of the Fisher Information in Continual Learning ICLR2025

链接: https://arxiv.org/abs/2502.11756
作者: Gido M. van de Ven
机构: KU Leuven (比利时), TU Delft (荷兰)
类目: Machine Learning (cs.LG); Artificial Intelligence (cs.AI); Computer Vision and Pattern Recognition (cs.CV); Machine Learning (stat.ML)
备注: To appear in the blogpost track at ICLR 2025

点击查看摘要

[CV-34] Language Models Can See Better: Visual Contrastive Decoding For LLM Multimodal Reasoning ICASSP2025

链接: https://arxiv.org/abs/2502.11751
作者: Yuqi Pang,Bowen Yang,Haoqin Tu,Yun Cao,Zeyu Zhang
机构: Institute of Information Engineering, Chinese Academy of Sciences(中国科学院信息工程研究所), Beijing, China; School of Cyber Security, University of Chinese Academy of Sciences(中国科学院大学网络空间安全学院), Beijing, China; Computer and Science Engineering, University of California, Santa Cruz(加州大学圣克鲁兹分校计算机与科学工程学院), CA, USA
类目: Computer Vision and Pattern Recognition (cs.CV); Artificial Intelligence (cs.AI)
备注: Accepted to ICASSP 2025

点击查看摘要

[CV-35] JotlasNet: Joint Tensor Low-Rank and Attention-based Sparse Unrolling Network for Accelerating Dynamic MRI

链接: https://arxiv.org/abs/2502.11749
作者: Yinghao Zhang,Haiyan Gui,Ningdi Yang,Yue Hu
机构: School of Electronics and Information Engineering, Harbin Institute of Technology (哈尔滨工业大学电子与信息工程学院), Harbin, China; The Fourth Hospital of Harbin (哈尔滨第四医院), Harbin, China
类目: Computer Vision and Pattern Recognition (cs.CV); Artificial Intelligence (cs.AI)
备注: 13 pages, 7 figures, accepted by Magnetic Resonance Imaging

点击查看摘要

[CV-36] ILIAS: Instance-Level Image retrieval At Scale

链接: https://arxiv.org/abs/2502.11748
作者: Giorgos Kordopatis-Zilos,Vladan Stojnić,Anna Manko,Pavel Šuma,Nikolaos-Antonios Ypsilantis,Nikos Efthymiadis,Zakaria Laskar,Jiří Matas,Ondřej Chum,Giorgos Tolias
机构: 未知
类目: Computer Vision and Pattern Recognition (cs.CV)
备注:

点击查看摘要

[CV-37] FUNCTO: Function-Centric One-Shot Imitation Learning for Tool Manipulation

链接: https://arxiv.org/abs/2502.11744
作者: Chao Tang,Anxing Xiao,Yuhong Deng,Tianrun Hu,Wenlong Dong,Hanbo Zhang,David Hsu,Hong Zhang
机构: Southern University of Science and Technology(南方科技大学); School of Computing, National University of Singapore(新加坡国立大学计算学院); Smart Systems Institute, National University of Singapore(新加坡国立大学智能系统研究院)
类目: Robotics (cs.RO); Computer Vision and Pattern Recognition (cs.CV)
备注:

点击查看摘要

[CV-38] Range and Birds Eye View Fused Cross-Modal Visual Place Recognition

链接: https://arxiv.org/abs/2502.11742
作者: Jianyi Peng,Fan Lu,Bin Li,Yuan Huang,Sanqing Qu,Guang Chen
机构: Tongji University (同济大学); Automation, Beijing Institute of Control Engineering (北京控制工程研究所)
类目: Computer Vision and Pattern Recognition (cs.CV)
备注: Submmitted to IEEE IV 2025

点击查看摘要

[CV-39] Mitigating Visual Knowledge Forgetting in MLLM Instruction-tuning via Modality-decoupled Gradient Descent

链接: https://arxiv.org/abs/2502.11740
作者: Junda Wu,Yuxin Xiong,Xintong Li,Yu Xia,Ruoyu Wang,Yu Wang,Tong Yu,Sungchul Kim,Ryan A. Rossi,Lina Yao,Jingbo Shang,Julian McAuley
机构: UC San Diego(加州大学圣地亚哥分校); University of New South Wales(新南威尔士大学); Adobe Research(Adobe 研究院)
类目: Machine Learning (cs.LG); Computer Vision and Pattern Recognition (cs.CV)
备注: 9 pages

点击查看摘要

[CV-40] GraphMorph: Tubular Structure Extraction by Morphing Predicted Graphs NEURIPS2024

链接: https://arxiv.org/abs/2502.11731
作者: Zhao Zhang,Ziwei Zhao,Dong Wang,Liwei Wang
机构: Center for Data Science, Peking University (北京大学数据科学中心); Yizhun Medical AI Co., Ltd (易智医疗人工智能有限公司); State Key Laboratory of General Artificial Intelligence, School of Intelligence Science and Technology, Peking University (通用人工智能国家重点实验室，北京大学智能科学学院); Center for Machine Learning Research, Peking University (北京大学机器学习研究中心); Pazhou Laboratory (Huangpu) (琶洲实验室（黄埔）)
类目: Computer Vision and Pattern Recognition (cs.CV)
备注: NeurIPS 2024

点击查看摘要

[CV-41] No-reference geometry quality assessment for colorless point clouds via list-wise rank learning

链接: https://arxiv.org/abs/2502.11726
作者: Zheng Li,Bingxu Xie,Chao Chu,Weiqing Li,Zhiyong Su
机构: School of Automation, Nanjing University of Science and Technology, Nanjing, Jiangsu Province 210094, P.R. China (南京理工大学自动化学院); School of Computer Science and Engineering, Nanjing University of Science and Technology, Nanjing, Jiangsu Province 210094, P.R. China (南京理工大学计算机科学与工程学院)
类目: Computer Vision and Pattern Recognition (cs.CV)
备注:

点击查看摘要

[CV-42] Adversarially Robust CLIP Models Can Induce Better (Robust) Perceptual Metrics

链接: https://arxiv.org/abs/2502.11725
作者: Francesco Croce,Christian Schlarmann,Naman Deep Singh,Matthias Hein
机构: EPFL(瑞士联邦理工学院), Tübingen AI Center, University of Tübingen (图宾根人工智能中心, 图宾根大学)
类目: Computer Vision and Pattern Recognition (cs.CV); Machine Learning (cs.LG)
备注: This work has been accepted for publication in the IEEE Conference on Secure and Trustworthy Machine Learning (SaTML). The final version will be available on IEEE Xplore

点击查看摘要

[CV-43] Incomplete Modality Disentangled Representation for Ophthalmic Disease Grading and Diagnosis

链接: https://arxiv.org/abs/2502.11724
作者: Chengzhi Liu,Zile Huang,Zhe Chen,Feilong Tang,Yu Tian,Zhongxing Xu,Zihong Luo,Yalin Zheng,Yanda Meng
机构: 未知
类目: Computer Vision and Pattern Recognition (cs.CV)
备注: 7 Pages, 6 figures

点击查看摘要

[CV-44] Component-aware Unsupervised Logical Anomaly Generation for Industrial Anomaly Detection

链接: https://arxiv.org/abs/2502.11712
作者: Xuan Tong,Yang Chang,Qing Zhao,Jiawen Yu,Boyang Wang,Junxiong Lin,Yuxuan Lin,Xinji Mai,Haoran Wang,Zeng Tao,Yan Wang,Wenqiang Zhang
机构: Shanghai Engineering Research Center of AI & Robotics, Academy for Engineering & Technology, Fudan University (复旦大学), Shanghai, China; Engineering Research Center of AI & Robotics, Ministry of Education, Academy for Engineering & Technology, Fudan University (复旦大学), Shanghai, China
类目: Computer Vision and Pattern Recognition (cs.CV)
备注:

点击查看摘要

[CV-45] he Worse The Better: Content-Aware Viewpoint Generation Network for Projection-related Point Cloud Quality Assessment

链接: https://arxiv.org/abs/2502.11710
作者: Zhiyong Su,Bingxu Xie,Zheng Li,Jincan Wu,Weiqing Li
机构: School of Automation, Nanjing University of Science and Technology (自动化学院, 南京理工大学); School of Computer Science and Engineering, Nanjing University of Science and Technology (计算机科学与工程学院, 南京理工大学)
类目: Computer Vision and Pattern Recognition (cs.CV)
备注: To be published in IEEE Transactions on Circuits and Systems for Video Technology

点击查看摘要

[CV-46] MVTokenFlow: High-quality 4D Content Generation using Multiview Token Flow ICLR2025

链接: https://arxiv.org/abs/2502.11697
作者: Hanzhuo Huang,Yuan Liu,Ge Zheng,Jiepeng Wang,Zhiyang Dou,Sibei Yang
机构: ShanghaiTech University; The Hong Kong University of Science and Technology; The University of Hong Kong
类目: Computer Vision and Pattern Recognition (cs.CV)
备注: ICLR 2025. Project page: this https URL

点击查看摘要

[CV-47] MaskGWM: A Generalizable Driving World Model with Video Mask Reconstruction

链接: https://arxiv.org/abs/2502.11663
作者: Jingcheng Ni,Yuxin Guo,Yichen Liu,Rui Chen,Lewei Lu,Zehuan Wu
机构: Institution1; Institution2
类目: Computer Vision and Pattern Recognition (cs.CV)
备注:

点击查看摘要

[CV-48] Object-Centric Image to Video Generation with Language Guidance

链接: https://arxiv.org/abs/2502.11655
作者: Angel Villar-Corrales,Gjergj Plepi,Sven Behnke
机构: 未知
类目: Computer Vision and Pattern Recognition (cs.CV)
备注:

点击查看摘要

[CV-49] MMXU: A Multi-Modal and Multi-X-ray Understanding Dataset for Disease Progression

链接: https://arxiv.org/abs/2502.11651
作者: Linjie Mu,Zhongzhen Huang,Shengqian Qin,Yakun Zhu,Shaoting Zhang,Xiaofan Zhang
机构: Shanghai Jiao Tong University (上海交通大学)
类目: Computer Vision and Pattern Recognition (cs.CV); Artificial Intelligence (cs.AI)
备注:

点击查看摘要

[CV-50] GaussianMotion: End-to-End Learning of Animatable Gaussian Avatars with Pose Guidance from Text

链接: https://arxiv.org/abs/2502.11642
作者: Gyumin Shim,Sangmin Lee,Jaegul Choo
机构: Korea Advanced Institute of Science and Technology(韩国科学技术院); Sungkyunkwan University(成均馆大学)
类目: Computer Vision and Pattern Recognition (cs.CV)
备注: 8 pages

点击查看摘要

[CV-51] Enhancing Out-of-Distribution Detection in Medical Imaging with Normalizing Flows

链接: https://arxiv.org/abs/2502.11638
作者: Dariush Lotfi,Mohammad-Ali Nikouei Mahani,Mohamad Koohi-Moghadam,Kyongtae Ty Bae
机构: 未知
类目: Computer Vision and Pattern Recognition (cs.CV)
备注:

点击查看摘要

[CV-52] Membership Inference Attacks for Face Images Against Fine-Tuned Latent Diffusion Models

链接: https://arxiv.org/abs/2502.11619
作者: Lauritz Christian Holme,Anton Mosquera Storgaard,Siavash Arjomand Bigdeli
机构: Department of Applied Mathematics and Computer Science, Technical University of Denmark (丹麦技术大学)
类目: Computer Vision and Pattern Recognition (cs.CV)
备注: In Proceedings of the 20th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (VISIGRAPP 2025) - Volume 2: VISAPP, pages 439-446

点击查看摘要

[CV-53] Real-time Neural Rendering of LiDAR Point Clouds

链接: https://arxiv.org/abs/2502.11618
作者: Joni Vanherck,Brent Zoomers,Tom Mertens,Lode Jorissen,Nick Michiels
机构: 未知
类目: Computer Vision and Pattern Recognition (cs.CV); Graphics (cs.GR)
备注: 6 pages, 3 figures, 1 table,

点击查看摘要

[CV-54] MOVE: Instance-Motion-Aware Video Understanding

链接: https://arxiv.org/abs/2502.11594
作者: Jiaze Li,Yaya Shi,Zongyang Ma,Haoran Xu,Feng Cheng,Huihui Xiao,Ruiwen Kang,Fan Yang,Tingting Gao,Di Zhang
机构: Kuaishou Technology; Zhejiang University (浙江大学); Institute of Automation, Chinese Academy of Sciences (中国科学院自动化研究所)
类目: Computer Vision and Pattern Recognition (cs.CV)
备注:

点击查看摘要

[CV-55] Syllables to Scenes: Literary-Guided Free-Viewpoint 3D Scene Synthesis from Japanese Haiku IJCAI

链接: https://arxiv.org/abs/2502.11586
作者: Chunan Yu,Yidong Han,Chaotao Ding,Ying Zang,Lanyun Zhu,Xinhao Chen,Zejian Li,Renjun Xu,Tianrun Chen
机构: School of Information Engineering, Huzhou University (湖州大学); College of Computer Science and Technology, Zhejiang University (浙江大学计算机科学与技术学院); College of Software Engineering, Zhejiang University (浙江大学软件工程学院); Center for Data Science, Zhejiang University (浙江大学数据科学中心); KOKONI 3D, Moxin (Huzhou) Technology Co., LTD. (柯柯尼3D,墨新（湖州）科技有限公司); Singapore University of Technology and Design (新加坡科技设计大学); School of Humanities, Wenzhou University (温州大学人文学院)
类目: Computer Vision and Pattern Recognition (cs.CV)
备注: 16 pages, 11 figures, submitted to IJCAI

点击查看摘要

[CV-56] owards a Trustworthy Anomaly Detection for Critical Applications through Approximated Partial AUC Loss

链接: https://arxiv.org/abs/2502.11570
作者: Arnaud Bougaham,Benoît Frénay
机构: 未知
类目: Machine Learning (cs.LG); Computer Vision and Pattern Recognition (cs.CV)
备注:

点击查看摘要

[CV-57] SurgPose: a Dataset for Articulated Robotic Surgical Tool Pose Estimation and Tracking ICRA2025

链接: https://arxiv.org/abs/2502.11534
作者: Zijian Wu,Adam Schmidt,Randy Moore,Haoying Zhou,Alexandre Banks,Peter Kazanzides,Septimiu E. Salcudean
机构: University of British Columbia(UBC)(英属哥伦比亚大学); Intuitive Surgical(直觉外科); Worcester Polytechnic Institute(伍斯特理工学院); Johns Hopkins University(约翰霍普金斯大学)
类目: Robotics (cs.RO); Computer Vision and Pattern Recognition (cs.CV)
备注: Accepted by ICRA 2025

点击查看摘要

[CV-58] Control-CLIP: Decoupling Category and Style Guidance in CLIP for Specific-Domain Generation

链接: https://arxiv.org/abs/2502.11532
作者: Zexi Jia,Chuanwei Huang,Hongyan Fei,Yeshuang Zhu,Zhiqiang Yuan,Jinchao Zhang,Jie Zhou
机构: 未知
类目: Computer Vision and Pattern Recognition (cs.CV)
备注:

点击查看摘要

[CV-59] SayAnything: Audio-Driven Lip Synchronization with Conditional Video Diffusion

链接: https://arxiv.org/abs/2502.11515
作者: Junxian Ma,Shiwen Wang,Jian Yang,Junyi Hu,Jian Liang,Guosheng Lin,Jingbo chen,Kai Li,Yu Meng
机构: 未知
类目: Computer Vision and Pattern Recognition (cs.CV)
备注:

点击查看摘要

[CV-60] Variable-frame CNNLSTM for Breast Nodule Classification using Ultrasound Videos

链接: https://arxiv.org/abs/2502.11481
作者: Xiangxiang Cui,Zhongyu Li,Xiayue Fan,Peng Huang,Ying Wang,Meng Yang,Shi Chang,Jihua Zhu
机构: The State Key Lab of Cognitive Neuroscience and Learning, Beijing Normal University (认知神经科学与学习国家重点实验室，北京师范大学); School of Software Engineering, Xi’an Jiaotong University (西安交通大学软件学院); Center for Immunological and Metabolic Diseases, The First Affiliated Hospital of Xi’an Jiaotong University (西安交通大学第一附属医院免疫与代谢疾病中心); Department of General Surgery, Xiangya Hospital, Central South University (中南大学湘雅医院普通外科); Frontline Intelligent Technology (Nanjing) Co., Ltd. (前沿智能技术（南京）有限公司); Department of general surgery, The Second Hospital of Hebei Medical University (河北医科大学第二医院普通外科)
类目: Computer Vision and Pattern Recognition (cs.CV); Artificial Intelligence (cs.AI)
备注:

点击查看摘要

[CV-61] Learning to Sample Effective and Diverse Prompts for Text-to-Image Generation

链接: https://arxiv.org/abs/2502.11477
作者: Taeyoung Yun,Dinghuai Zhang,Jinkyoo Park,Ling Pan
机构: Korea Advanced Institute of Science and Technology(韩国科学技术院); Microsoft Research(微软研究); Hong Kong University of Science and Technology(香港科技大学)
类目: Computer Vision and Pattern Recognition (cs.CV)
备注: 18 pages, 14 figures, 6 tables

点击查看摘要

[CV-62] Semantically Robust Unsupervised Image Translation for Paired Remote Sensing Images

链接: https://arxiv.org/abs/2502.11468
作者: Sheng Fang,Kaiyu Li,Zhe Li,Jianli Zhao,Xingli Zhang
机构: 未知
类目: Computer Vision and Pattern Recognition (cs.CV)
备注:

点击查看摘要

[CV-63] Leverag ing Labelled Data Knowledge: A Cooperative Rectification Learning Network for Semi-supervised 3D Medical Image Segmentation

链接: https://arxiv.org/abs/2502.11456
作者: Yanyan Wang,Kechen Song,Yuyuan Liu,Shuai Ma,Yunhui Yan,Gustavo Carneiro
机构: School of Mechanical Engineering and Automation, Northeastern University (东北大学), China; Australian Institute for Machine Learning, University of Adelaide (阿德莱德大学), Australia; Centre for Vision, Speech and Signal Processing (CVSSP), University of Surrey (萨里大学), UK
类目: Computer Vision and Pattern Recognition (cs.CV); Artificial Intelligence (cs.AI)
备注: Medical Image Analysis

点击查看摘要

[CV-64] Medical Image Registration Meets Vision Foundation Model: Prototype Learning and Contour Awareness

链接: https://arxiv.org/abs/2502.11440
作者: Hao Xu,Tengfei Xue,Jianan Fan,Dongnan Liu,Yuqian Chen,Fan Zhang,Carl-Fredrik Westin,Ron Kikinis,Lauren J. O’Donnell,Weidong Cai
机构: 未知
类目: Computer Vision and Pattern Recognition (cs.CV)
备注: Accepted by Information Processing in Medical Imaging (IPMI) 2025

点击查看摘要

[CV-65] Precise GPS-Denied UAV Self-Positioning via Context-Enhanced Cross-View Geo-Localization

链接: https://arxiv.org/abs/2502.11408
作者: Yuanze Xu,Ming Dai,Wenxiao Cai,Wankou Yang
机构: School of Automation and the Key Laboratory of Measurement and Control of Complex Systems of Engineering, Southeast University(东南大学自动化学院及复杂系统控制与测量教育部重点实验室), Nanjing, Jiangsu Province, 210096, China; Advanced Ocean Institute of Southeast University(东南大学海洋研究院), Nantong, Jiangsu Province, 226019, China; Stanford University(斯坦福大学), Stanford, CA 94305, USA
类目: Computer Vision and Pattern Recognition (cs.CV)
备注: 11 pages

点击查看摘要

[CV-66] MARS: Mesh AutoRegressive Model for 3D Shape Detailization

链接: https://arxiv.org/abs/2502.11390
作者: Jingnan Gao,Weizhe Liu,Weixuan Sun,Senbo Wang,Xibin Song,Taizhang Shang,Shenzhou Chen,Hongdong Li,Xiaokang Yang,Yichao Yan,Pan Ji
机构: Shanghai Jiao Tong University(上海交通大学); Tencent XR Vision Labs(腾讯XR视觉实验室); Australian National University(澳大利亚国立大学)
类目: Computer Vision and Pattern Recognition (cs.CV)
备注:

点击查看摘要

[CV-67] A Physics-Informed Blur Learning Framework for Imaging Systems

链接: https://arxiv.org/abs/2502.11382
作者: Liqun Chen,Yuxuan Li,Jun Dai,Jinwei Gu,Tianfan Xue
机构: Shanghai AI Laboratory (上海人工智能实验室); NVIDIA (英伟达); The Chinese University of Hong Kong (香港中文大学)
类目: Computer Vision and Pattern Recognition (cs.CV)
备注:

点击查看摘要

[CV-68] Without Paired Labeled Data: An End-to-End Self-Supervised Paradigm for UAV-View Geo-Localization

链接: https://arxiv.org/abs/2502.11381
作者: Zhongwei Chen,Zhao-Xu Yang,Hai-Jun Rong
机构: State Key Laboratory for Strength and Vibration of Mechanical Structures, Shaanxi Key Laboratory of Environment and Control for Flight Vehicle, School of Aerospace Engineering, Xi’an Jiaotong University (西安交通大学航空学院; 机械结构强度与振动国家重点实验室; 飞行器环境与控制陕西省重点实验室)
类目: Computer Vision and Pattern Recognition (cs.CV); Artificial Intelligence (cs.AI)
备注:

点击查看摘要

[CV-69] WRT-SAM: Foundation Model-Driven Segmentation for Generalized Weld Radiographic Testing

链接: https://arxiv.org/abs/2502.11338
作者: Yunyi Zhou,Kun Shi,Gang Hao
机构: 未知
类目: Computer Vision and Pattern Recognition (cs.CV)
备注:

点击查看摘要

[CV-70] A Comparison of Human and Machine Learning Errors in Face Recognition

链接: https://arxiv.org/abs/2502.11337
作者: Marina Estévez-Almenzar,Ricardo Baeza-Yates,Carlos Castillo
机构: 未知
类目: Human-Computer Interaction (cs.HC); Computer Vision and Pattern Recognition (cs.CV); Computers and Society (cs.CY)
备注:

点击查看摘要

[CV-71] Differentially private fine-tuned NF-Net to predict GI cancer type

链接: https://arxiv.org/abs/2502.11329
作者: Sai Venkatesh Chilukoti,Imran Hossen Md,Liqun Shan,Vijay Srinivas Tida,Xiali Hei
机构: University of Louisiana at Lafayette (路易斯安那大学拉法叶分校); College of Saint Benedict and Saint John’s University (圣本笃圣约翰大学)
类目: Computer Vision and Pattern Recognition (cs.CV)
备注: 10 pages, 8 tables, 2 figures

点击查看摘要

[CV-72] Exploiting Point-Language Models with Dual-Prompts for 3D Anomaly Detection

链接: https://arxiv.org/abs/2502.11307
作者: Jiaxiang Wang,Haote Xu,Xiaolu Chen,Haodi Xu,Yue Huang,Xinghao Ding,Xiaotong Tu
机构: 未知
类目: Computer Vision and Pattern Recognition (cs.CV); Artificial Intelligence (cs.AI)
备注: 10 pages, 7 figures

点击查看摘要

[CV-73] MC-BEVRO: Multi-Camera Bird Eye View Road Occupancy Detection for Traffic Monitoring

链接: https://arxiv.org/abs/2502.11287
作者: Arpitsinh Vaghela,Duo Lu,Aayush Atul Verma,Bharatesh Chakravarthi,Hua Wei,Yezhou Yang
机构: School of Computing and Augmented Intelligence, Arizona State University(计算与增强智能学院, 亚利桑那州立大学); Department of Computer Science and Physics, Rider University(计算机科学与物理系, 骑士大学)
类目: Computer Vision and Pattern Recognition (cs.CV)
备注:

点击查看摘要

[CV-74] owards Automatic Identification of Missing Tissues using a Geometric-Learning Correspondence Model

链接: https://arxiv.org/abs/2502.11265
作者: Eliana M. Vasquez Osorio,Edward Henderson
机构: University of Manchester(曼彻斯特大学), UK; The Christie NHS Foundation Trust Hospital(克里斯蒂NHS基金会信托医院), Manchester, UK
类目: Computer Vision and Pattern Recognition (cs.CV); Medical Physics (physics.med-ph)
备注: Presented in XXth International Conference on the use of Computers in Radiation therapy. Pages 759-762 in XXth ICCR Proceedings, found in this https URL

点击查看摘要

[CV-75] MaskFlow: Discrete Flows For Flexible and Efficient Long Video Generation

链接: https://arxiv.org/abs/2502.11234
作者: Michael Fuest,Vincent Tao Hu,Björn Ommer
机构: CompVis @ LMU Munich (LMU 慕尼黑大学 CompVis); MCML (马克斯-普朗克数字智能研究所)
类目: Computer Vision and Pattern Recognition (cs.CV)
备注:

点击查看摘要

[CV-76] From Deception to Perception: The Surprising Benefits of Deepfakes for Detecting Measuring and Mitigating Bias

链接: https://arxiv.org/abs/2502.11195
作者: Yizhi Liu,Balaji Padmanabhan,Siva Viswanathan
机构: 未知
类目: Computer Vision and Pattern Recognition (cs.CV); Artificial Intelligence (cs.AI)
备注:

点击查看摘要

[CV-77] RT-DEMT: A hybrid real-time acupoint detection model combining mamba and transformer

链接: https://arxiv.org/abs/2502.11179
作者: Shilong Yang,Qi Zang,Chulong Zhang,Lingfeng Huang,Yaoqin Xie
机构: Shenzhen Institutes of Advanced Technology, Chinese Academy of Sciences(深圳先进技术研究院,中国科学院); Qingdao University(青岛大学)
类目: Computer Vision and Pattern Recognition (cs.CV); Artificial Intelligence (cs.AI)
备注: 10 pages, 3 figures

点击查看摘要

[CV-78] DAViMNet: SSMs-Based Domain Adaptive Object Detection

链接: https://arxiv.org/abs/2502.11178
作者: A. Enes Doruk,Hasan F. Ates
机构: Ozyegin University (欧嘉莲大学)
类目: Computer Vision and Pattern Recognition (cs.CV)
备注:

点击查看摘要

[CV-79] Knowing Your Target: Target-Aware Transformer Makes Better Spatio-Temporal Video Grounding

链接: https://arxiv.org/abs/2502.11168
作者: Xin Gu,Yaojie Shen,Chenxi Luo,Tiejian Luo,Yan Huang,Yuewei Lin,Heng Fan,Libo Zhang
机构: University of Chinese Academy of Sciences (中国科学院大学); Institute of Software Chinese Academy of Sciences (中国科学院软件研究所); La Trobe University (拉筹伯大学); University of North Texas (北德克萨斯大学); Brookhaven National Laboratory (布鲁克海文国家实验室)
类目: Computer Vision and Pattern Recognition (cs.CV); Artificial Intelligence (cs.AI)
备注:

点击查看摘要

[CV-80] BFA: Best-Feature-Aware Fusion for Multi-View Fine-grained Manipulation

链接: https://arxiv.org/abs/2502.11161
作者: Zihan Lan,Weixin Mao,Haosheng Li,Le Wang,Tiancai Wang,Haoqiang Fan,Osamu Yoshie
机构: MEGVII Technology (商汤科技), Beijing, China; Waseda University (早稻田大学), Tokyo, Japan; Institute of Software, Chinese Academy of Sciences (中国科学院软件研究所), Beijing, China; Beihang University (北京航空航天大学), Beijing, China
类目: Robotics (cs.RO); Computer Vision and Pattern Recognition (cs.CV)
备注: 8 pages, 4 figures

点击查看摘要

[CV-81] AnyRefill: A Unified Data-Efficient Framework for Left-Prompt-Guided Vision Tasks

链接: https://arxiv.org/abs/2502.11158
作者: Ming Xie,Chenjie Cao,Yunuo Cai,Xiangyang Xue,Yu-Gang Jiang
机构: Fudan University (复旦大学); Shanghai Innovation Institute (上海创新研究院); DAMO Academy, Alibaba Group (达摩院)
类目: Computer Vision and Pattern Recognition (cs.CV)
备注: 19 pages, submitted to TPAMI

点击查看摘要

[CV-82] xt-promptable Propagation for Referring Medical Image Sequence Segmentation

链接: https://arxiv.org/abs/2502.11093
作者: Runtian Yuan,Jilan Xu,Mohan Chen,Qingqiu Li,Yuejie Zhang,Rui Feng,Tao Zhang,Shang Gao
机构: Fudan University (复旦大学); Shanghai University of Finance and Economics (上海财经大学); Deakin University (迪肯大学)
类目: Computer Vision and Pattern Recognition (cs.CV)
备注:

点击查看摘要

[CV-83] Phantom: Subject-consistent video generation via cross-modal alignment

链接: https://arxiv.org/abs/2502.11079
作者: Lijie Liu,Tianxiang Ma,Bingchuan Li,Zhuowei Chen,Jiawei Liu,Qian He,Xinglong Wu
机构: ByteDance
类目: Computer Vision and Pattern Recognition (cs.CV); Artificial Intelligence (cs.AI)
备注:

点击查看摘要

[CV-84] Faces of Fairness: Examining Bias in Facial Expression Recognition Datasets and Models

链接: https://arxiv.org/abs/2502.11049
作者: Mohammad Mehdi Hosseini,Ali Pourramezan Fard,Mohammad H. Mahoor
机构: Ritchie School of Engineering and Computer Science, University of Denver (里奇特工程与计算机科学学院, 丹佛大学)
类目: Computer Vision and Pattern Recognition (cs.CV)
备注:

点击查看摘要

[CV-85] Detecting Cadastral Boundary from Satellite Images Using U-Net model

链接: https://arxiv.org/abs/2502.11044
作者: Neda Rahimpour Anaraki,Maryam Tahmasbi,Saeed Reza Kheradpisheh
机构: Shahid Beheshti University (沙希德·贝赫什蒂大学)
类目: Computer Vision and Pattern Recognition (cs.CV); Machine Learning (cs.LG)
备注: 14 pages, 7 figures

点击查看摘要

[CV-86] Deep Incomplete Multi-view Learning via Cyclic Permutation of VAEs ICLR2025

链接: https://arxiv.org/abs/2502.11037
作者: Xin Gao,Jian Pu
机构: Fudan University (复旦大学)
类目: Machine Learning (cs.LG); Artificial Intelligence (cs.AI); Computer Vision and Pattern Recognition (cs.CV)
备注: 10 pages, 4 figures, ICLR 2025

点击查看摘要

[CV-87] PCap: Unlocking Zero-Shot Image Captioning with Trigger-Augmented and Multi-Modal Purification Modules

链接: https://arxiv.org/abs/2502.11024
作者: Ruoyu Zhang,Lulu Wang,Yi He,Tongling Pan,Zhengtao Yu,Yingna Li
机构: 未知
类目: Computer Vision and Pattern Recognition (cs.CV)
备注:

点击查看摘要

[CV-88] FeaKM: Robust Collaborative Perception under Noisy Pose Conditions

链接: https://arxiv.org/abs/2502.11003
作者: Jiuwu Hao,Liguo Sun,Ti Xiang,Yuting Wan,Haolin Song,Pin Lv
机构: 未知
类目: Computer Vision and Pattern Recognition (cs.CV)
备注: Accepted by JCRAI 2024

点击查看摘要

[CV-89] Adjust Your Focus: Defocus Deblurring From Dual-Pixel Images Using Explicit Multi-Scale Cross-Correlation

链接: https://arxiv.org/abs/2502.11002
作者: Kunal Swami
机构: 未知
类目: Computer Vision and Pattern Recognition (cs.CV)
备注: Accepted in CVIP 2023

点击查看摘要

[CV-90] OMG: Opacity Matters in Material Modeling with Gaussian Splatting ICLR2025

链接: https://arxiv.org/abs/2502.10988
作者: Silong Yong,Venkata Nagarjun Pudureddiyur Manivannan,Bernhard Kerbl,Zifu Wan,Simon Stepputtis,Katia Sycara,Yaqi Xie
机构: 未知
类目: Computer Vision and Pattern Recognition (cs.CV)
备注: Published as a conference paper at ICLR 2025

点击查看摘要

[CV-91] EASER: Token Enhanced Spatial Modeling for Expressions Reconstruction ICLR2025

链接: https://arxiv.org/abs/2502.10982
作者: Yunfei Liu,Lei Zhu,Lijian Lin,Ye Zhu,Ailing Zhang,Yu Li
机构: 未知
类目: Computer Vision and Pattern Recognition (cs.CV)
备注: Accepted by ICLR 2025

点击查看摘要

[CV-92] GS-GVINS: A Tightly-integrated GNSS-Visual-Inertial Navigation System Augmented by 3D Gaussian Splatting

链接: https://arxiv.org/abs/2502.10975
作者: Zelin Zhou,Saurav Uprety,Shichuang Nie,Hongzhou Yang
机构: 未知
类目: Robotics (cs.RO); Computer Vision and Pattern Recognition (cs.CV); Image and Video Processing (eess.IV)
备注:

点击查看摘要

[CV-93] Skillful Nowcasting of Convective Clouds With a Cascade Diffusion Model

链接: https://arxiv.org/abs/2502.10957
作者: Haoming Chen,Xiaohui Zhong,Qiang Zhai,Xiaomeng Li,Ying Wa Chan,Pak Wai Chan,Yuanyuan Huang,Hao Li,Xiaoming Shi
机构: 未知
类目: Computer Vision and Pattern Recognition (cs.CV); Atmospheric and Oceanic Physics (physics.ao-ph)
备注:

点击查看摘要

[CV-94] A recurrent vision transformer shows signatures of primate visual attention

链接: https://arxiv.org/abs/2502.10955
作者: Jonathan Morgan,Badr Albanna,James P. Herman
机构: Department of Ophthalmology, University of Pittsburgh, Pittsburgh, PA 15219; Duolingo; Department of Ophthalmology, University of Pittsburgh, Pittsburgh, PA 15219
类目: Computer Vision and Pattern Recognition (cs.CV); Artificial Intelligence (cs.AI); Neurons and Cognition (q-bio.NC)
备注:

点击查看摘要

[CV-95] Learning to Stop Overthinking at Test Time

链接: https://arxiv.org/abs/2502.10954
作者: Hieu Tran Bao,Nguyen Cong Dat,Nguyen Duc Anh,Hoang Thanh Tung
机构: FPT IS AI R&D Center (FPT IS AI 研发中心); FPT Software AI Center (FPT Software AI 中心); Kaopiz Solutions (Kaopiz 解决方案); VNU - University of Engineering and Technology (越南国立大学工程与技术大学)
类目: Computer Vision and Pattern Recognition (cs.CV); Artificial Intelligence (cs.AI); Machine Learning (cs.LG)
备注:

点击查看摘要

[CV-96] Do Deepfake Detectors Work in Reality?

链接: https://arxiv.org/abs/2502.10920
作者: Simiao Ren,Hengwei Xu,Tsang Ng,Kidus Zewde,Shengkai Jiang,Ramini Desai,Disha Patil,Ning-Yau Cheng,Yining Zhou,Ragavi Muthukrishnan
机构: Scam.ai; Duke University (杜克大学); Georgia Tech (乔治亚理工学院); Texas A&M (德克萨斯A&M大学)
类目: Computer Vision and Pattern Recognition (cs.CV); Artificial Intelligence (cs.AI)
备注:

点击查看摘要

[CV-97] Automatic Quality Assessment of First Trimester Crown-Rump-Length Ultrasound Images

链接: https://arxiv.org/abs/2502.10908
作者: Sevim Cengiz,Ibraheem Hamdi,Mohammad Yaqub
机构: 未知
类目: Computer Vision and Pattern Recognition (cs.CV); Artificial Intelligence (cs.AI); Machine Learning (cs.LG)
备注: 9 pages, 2 figures

点击查看摘要

[CV-98] Breaking Down the Hierarchy: A New Approach to Leukemia Classification

链接: https://arxiv.org/abs/2502.10899
作者: Ibraheem Hamdi,Hosam El-Gendy,Ahmed Sharshar,Mohamed Saeed,Muhammad Ridzuan,Shahrukh K. Hashmi,Naveed Syed,Imran Mirza,Shakir Hussain,Amira Mahmoud Abdalla,Mohammad Yaqub
机构: 未知
类目: Computer Vision and Pattern Recognition (cs.CV); Artificial Intelligence (cs.AI); Machine Learning (cs.LG)
备注: 9 pages, 11 figures

点击查看摘要

[CV-99] RemInD: Remembering Anatomical Variations for Interpretable Domain Adaptive Medical Image Segmentation

链接: https://arxiv.org/abs/2502.10887
作者: Xin Wang,Yin Guo,Kaiyu Zhang,Niranjan Balu,Mahmud Mossa-Basha,Linda Shapiro,Chun Yuan
机构: 未知
类目: Computer Vision and Pattern Recognition (cs.CV)
备注: Accepted by IPMI 2025 (Information Processing in Medical Imaging)

点击查看摘要

[CV-100] Super Resolution image reconstructs via total variation-based image deconvolution: a majorization-minimization approach

链接: https://arxiv.org/abs/2502.10876
作者: Mouhamad Chehaitly
机构: 未知
类目: Computer Vision and Pattern Recognition (cs.CV)
备注: 60 pages

点击查看摘要

[CV-101] Mobile Robotic Multi-View Photometric Stereo

链接: https://arxiv.org/abs/2502.10842
作者: Suryansh Kumar
机构: 未知
类目: Computer Vision and Pattern Recognition (cs.CV); Robotics (cs.RO)
备注: Accepted for publication in International Society Journal of Photogrammetry and Remote Sensing (ISPRS). 31 pages, 14 Figures, 5 Tables

点击查看摘要

[CV-102] SkyReels-A1: Expressive Portrait Animation in Video Diffusion Transformers

链接: https://arxiv.org/abs/2502.10841
作者: Di Qiu,Zhengcong Fei,Rui Wang,Jialin Bai,Changqian Yu,Mingyuan Fan,Guibin Chen,Xiang Wen
机构: Cranberry-Lemon University (蔓越莓柠檬大学)
类目: Computer Vision and Pattern Recognition (cs.CV)
备注:

点击查看摘要

[CV-103] E-3DGS: Event-Based Novel View Rendering of Large-Scale Scenes Using 3D Gaussian Splatting

链接: https://arxiv.org/abs/2502.10827
作者: Sohaib Zahid,Viktor Rudnev,Eddy Ilg,Vladislav Golyanik
机构: 未知
类目: Computer Vision and Pattern Recognition (cs.CV); Graphics (cs.GR)
备注: 15 pages, 10 figures and 3 tables; project page: this https URL International Conference on 3D Vision (3DV) 2025

点击查看摘要

[CV-104] ransformer-Driven Modeling of Variable Frequency Features for Classifying Student Engagement in Online Learning

链接: https://arxiv.org/abs/2502.10813
作者: Sandeep Mandia,Kuldeep Singh,Rajendra Mitharwal,Faisel Mushtaq,Dimpal Janu
机构: 未知
类目: Computer Vision and Pattern Recognition (cs.CV)
备注: 22 pages, 5 figures, and 6 tables

点击查看摘要

[CV-105] SVBench: A Benchmark with Temporal Multi-Turn Dialogues for Streaming Video Understanding ICLR2025

链接: https://arxiv.org/abs/2502.10810
作者: Zhenyu Yang,Yuhang Hu,Zemin Du,Dizhan Xue,Shengsheng Qian,Jiahong Wu,Fan Yang,Weiming Dong,Changsheng Xu
机构: 未知
类目: Computer Vision and Pattern Recognition (cs.CV)
备注: ICLR 2025 Accept (Spotlight)

点击查看摘要

[CV-106] PDA: Generalizable Detection of AI-Generated Images via Post-hoc Distribution Alignment

链接: https://arxiv.org/abs/2502.10803
作者: Li Wang,Wenyu Chen,Zheng Li,Shanqing Guo
机构: 未知
类目: Cryptography and Security (cs.CR); Artificial Intelligence (cs.AI); Computer Vision and Pattern Recognition (cs.CV)
备注:

点击查看摘要

[CV-107] FaceSwapGuard: Safeguarding Facial Privacy from DeepFake Threats through Identity Obfuscation

链接: https://arxiv.org/abs/2502.10801
作者: Li Wang,Zheng Li,Xuhong Zhang,Shouling Ji,Shanqing Guo
机构: 未知
类目: Cryptography and Security (cs.CR); Artificial Intelligence (cs.AI); Computer Vision and Pattern Recognition (cs.CV)
备注:

点击查看摘要

[CV-108] Distraction is All You Need for Multimodal Large Language Model Jailbreaking

链接: https://arxiv.org/abs/2502.10794
作者: Zuopeng Yang,Jiluan Fan,Anli Yan,Erdun Gao,Xin Lin,Tao Li,Kanghua mo,Changyu Dong
机构: 未知
类目: Computer Vision and Pattern Recognition (cs.CV)
备注:

点击查看摘要

[CV-109] REGNav: Room Expert Guided Image-Goal Navigation AAAI2025

链接: https://arxiv.org/abs/2502.10785
作者: Pengna Li,Kangyi Wu,Jingwen Fu,Sanping Zhou
机构: 未知
类目: Computer Vision and Pattern Recognition (cs.CV)
备注: Accepted by AAAI 2025 Oral

点击查看摘要

人工智能

[AI-0] Fast or Better? Balancing Accuracy and Cost in Retrieval-Augmented Generation with Flexible User Control

链接: https://arxiv.org/abs/2502.12145
作者: Jinyan Su,Jennifer Healey,Preslav Nakov,Claire Cardie
类目: Information Retrieval (cs.IR); Artificial Intelligence (cs.AI)
*备注:

点击查看摘要

[AI-1] Small Models Struggle to Learn from Strong Reason ers

链接: https://arxiv.org/abs/2502.12143
作者: Yuetai Li,Xiang Yue,Zhangchen Xu,Fengqing Jiang,Luyao Niu,Bill Yuchen Lin,Bhaskar Ramasubramanian,Radha Poovendran
类目: Artificial Intelligence (cs.AI)
*备注:

点击查看摘要

[AI-2] ransformer Dynamics: A neuroscientific approach to interpretability of large language models

链接: https://arxiv.org/abs/2502.12131
作者: Jesseba Fernando,Grigori Guitchounts
类目: Artificial Intelligence (cs.AI)
*备注:

点击查看摘要

[AI-3] Scaling Autonomous Agents via Automatic Reward Modeling And Planning ICLR2025

链接: https://arxiv.org/abs/2502.12130
作者: Zhenfang Chen,Delin Chen,Rui Sun,Wenjun Liu,Chuang Gan
类目: Artificial Intelligence (cs.AI)
*备注: ICLR2025, Project page: this https URL

点击查看摘要

[AI-4] LaM-SLidE: Latent Space Modeling of Spatial Dynamical Systems via Linked Entities

链接: https://arxiv.org/abs/2502.12128
作者: Florian Sestak,Artur Toshev,Andreas Fürst,Günter Klambauer,Andreas Mayr,Johannes Brandstetter
类目: Machine Learning (cs.LG); Artificial Intelligence (cs.AI)
*备注: Project page: this https URL

点击查看摘要

[AI-5] Hypernym Bias: Unraveling Deep Classifier Training Dynamics through the Lens of Class Hierarchy

链接: https://arxiv.org/abs/2502.12125
作者: Roman Malashin,Valeria Yachnaya,Alexander Mullin
类目: Artificial Intelligence (cs.AI); Machine Learning (cs.LG)
*备注:

点击查看摘要

[AI-6] Using the Path of Least Resistance to Explain Deep Networks

链接: https://arxiv.org/abs/2502.12108
作者: Sina Salek,Joseph Enguehard
类目: Machine Learning (cs.LG); Artificial Intelligence (cs.AI); Machine Learning (stat.ML)
*备注:

点击查看摘要

[AI-7] Relational Norms for Human-AI Cooperation

链接: https://arxiv.org/abs/2502.12102
作者: Brian D. Earp,Sebastian Porsdam Mann,Mateo Aboy,Edmond Awad,Monika Betzler,Marietjie Botes,Rachel Calcott,Mina Caraccio,Nick Chater,Mark Coeckelbergh,Mihaela Constantinescu,Hossein Dabbagh,Kate Devlin,Xiaojun Ding,Vilius Dranseika,Jim A. C. Everett,Ruiping Fan,Faisal Feroz,Kathryn B. Francis,Cindy Friedman,Orsolya Friedrich,Iason Gabriel,Ivar Hannikainen,Julie Hellmann,Arasj Khodadade Jahrome,Niranjan S. Janardhanan,Paul Jurcys,Andreas Kappes,Maryam Ali Khan,Gordon Kraft-Todd,Maximilian Kroner Dale,Simon M. Laham,Benjamin Lange,Muriel Leuenberger,Jonathan Lewis,Peng Liu,David M. Lyreskog,Matthijs Maas,John McMillan,Emilian Mihailov,Timo Minssen,Joshua Teperowski Monrad,Kathryn Muyskens,Simon Myers,Sven Nyholm,Alexa M. Owen,Anna Puzio,Christopher Register,Madeline G. Reinecke,Adam Safron,Henry Shevlin,Hayate Shimizu,Peter V. Treit,Cristina Voinea,Karen Yan,Anda Zahiu,Renwen Zhang,Hazem Zohny,Walter Sinnott-Armstrong,Ilina Singh,Julian Savulescu,Margaret S. Clark
类目: Artificial Intelligence (cs.AI); Emerging Technologies (cs.ET)
*备注: 76 pages, 2 figures

点击查看摘要

[AI-8] Meta-Statistical Learning: Supervised Learning of Statistical Inference

链接: https://arxiv.org/abs/2502.12088
作者: Maxime Peyrard,Kyunghyun Cho
类目: Machine Learning (cs.LG); Artificial Intelligence (cs.AI)
*备注:

点击查看摘要

[AI-9] CONSTRUCTA: Automating Commercial Construction Schedules in Fabrication Facilities with Large Language Models

链接: https://arxiv.org/abs/2502.12066
作者: Yifan Zhang,Xue Yang
类目: Artificial Intelligence (cs.AI); Machine Learning (cs.LG); Software Engineering (cs.SE)
*备注:

点击查看摘要

[AI-10] PhysReason : A Comprehensive Benchmark towards Physics-Based Reasoning

链接: https://arxiv.org/abs/2502.12054
作者: Xinyu Zhang,Yuxuan Dong,Yanrui Wu,Jiaxing Huang,Chengyou Jia,Basura Fernando,Mike Zheng Shou,Lingling Zhang,Jun Liu
类目: Artificial Intelligence (cs.AI)
*备注:

点击查看摘要

[AI-11] A Survey on Bridging EEG Signals and Generative AI: From Image and Text to Beyond

链接: https://arxiv.org/abs/2502.12048
作者: Shreya Shukla,Jose Torres,Abhijit Mishra,Jacek Gwizdka,Shounak Roychowdhury
类目: Artificial Intelligence (cs.AI); Human-Computer Interaction (cs.HC); Machine Learning (cs.LG)
*备注:

点击查看摘要

[AI-12] Masked Latent Prediction and Classification for Self-Supervised Audio Representation Learning

链接: https://arxiv.org/abs/2502.12031
作者: Aurian Quelennec,Pierre Chouteau,Geoffroy Peeters,Slim Essid
类目: ound (cs.SD); Artificial Intelligence (cs.AI)
*备注: Copyright 2025 IEEE. Personal use of this material is permitted. Permission from IEEE must be obtained for all other uses, in any current or future media, including reprinting/republishing this material for advertising or promotional purposes, creating new collective works, for resale or redistribution to servers or lists, or reuse of any copyrighted component of this work in other works

点击查看摘要

[AI-13] KnowPath: Knowledge-enhanced Reasoning via LLM -generated Inference Paths over Knowledge Graphs

链接: https://arxiv.org/abs/2502.12029
作者: Qi Zhao,Hongyu Yang,Qi Song,Xinwei Yao,Xiangyang Li
类目: Artificial Intelligence (cs.AI)
*备注:

点击查看摘要

[AI-14] Evolving Hard Maximum Cut Instances for Quantum Approximate Optimization Algorithms

链接: https://arxiv.org/abs/2502.12012
作者: Shuaiqun Pan,Yash J. Patel,Aneta Neumann,Frank Neumann,Thomas Bäck,Hao Wang
类目: Emerging Technologies (cs.ET); Artificial Intelligence (cs.AI); Neural and Evolutionary Computing (cs.NE); Quantum Physics (quant-ph)
*备注:

点击查看摘要

[AI-15] Machine Learning Should Maximize Welfare Not (Only) Accuracy

链接: https://arxiv.org/abs/2502.11981
作者: Nir Rosenfeld,Haifeng Xu
类目: Machine Learning (cs.LG); Artificial Intelligence (cs.AI); Computers and Society (cs.CY)
*备注:

点击查看摘要

[AI-16] heoretical Barriers in Bellm an-Based Reinforcement Learning

链接: https://arxiv.org/abs/2502.11968
作者: Brieuc Pinon,Raphaël Jungers,Jean-Charles Delvenne
类目: Machine Learning (cs.LG); Artificial Intelligence (cs.AI)
*备注:

点击查看摘要

[AI-17] STRIVE: Structured Reasoning for Self-Improvement in Claim Verification

链接: https://arxiv.org/abs/2502.11959
作者: Haisong Gong,Jing Li,Junfei Wu,Qiang Liu,Shu Wu,Liang Wang
类目: Artificial Intelligence (cs.AI)
*备注:

点击查看摘要

[AI-18] Massively Scaling Explicit Policy-conditioned Value Functions

链接: https://arxiv.org/abs/2502.11949
作者: Nico Bohlinger,Jan Peters
类目: Machine Learning (cs.LG); Artificial Intelligence (cs.AI)
*备注:

点击查看摘要

[AI-19] Deep Spatio-Temporal Neural Network for Air Quality Reanalysis

链接: https://arxiv.org/abs/2502.11941
作者: Ammar Kheder,Benjamin Foreback,Lili Wang,Zhi-Song Liu,Michael Boy
类目: Machine Learning (cs.LG); Artificial Intelligence (cs.AI)
*备注:

点击查看摘要

[AI-20] FitLight: Federated Imitation Learning for Plug-and-Play Autonomous Traffic Signal Control

链接: https://arxiv.org/abs/2502.11937
作者: Yutong Ye,Yingbo Zhou,Zhusen Liu,Xiao Du,Hao Zhou,Xiang Lian,Mingsong Chen
类目: Machine Learning (cs.LG); Artificial Intelligence (cs.AI)
*备注:

点击查看摘要

[AI-21] On the robustness of ChatGPT in teaching Korean Mathematics

链接: https://arxiv.org/abs/2502.11915
作者: Phuong-Nam Nguyen,Quang Nguyen-The,An Vu-Minh,Diep-Anh Nguyen,Xuan-Lam Pham
类目: Artificial Intelligence (cs.AI); History and Overview (math.HO)
*备注: 21 pages, 12 figures, includes statistical analysis of ChatGPT’s robustness in solving and rating multilingual mathematics questions. Focus on Korean CSAT Mathematics. Evaluates AI accuracy, rating effectiveness, and topic analysis

点击查看摘要

[AI-22] CAMEL: Continuous Action Masking Enabled by Large Language Models for Reinforcement Learning

链接: https://arxiv.org/abs/2502.11896
作者: Yanxiao Zhao,Yangge Qian,Jingyang Shan,Xiaolin Qin
类目: Machine Learning (cs.LG); Artificial Intelligence (cs.AI)
*备注: Accepted at RLDM 2025

点击查看摘要

[AI-23] Continual Quantization-Aware Pre-Training: When to transition from 16-bit to 1.58-bit pre-training for BitNet language models?

链接: https://arxiv.org/abs/2502.11895
作者: Jacob Nielsen,Peter Schneider-Kamp,Lukas Galke
类目: Machine Learning (cs.LG); Artificial Intelligence (cs.AI)
*备注:

点击查看摘要

[AI-24] Stonefish: Supporting Machine Learning Research in Marine Robotics ICRA2025

链接: https://arxiv.org/abs/2502.11887
作者: Michele Grimaldi,Patryk Cieslak,Eduardo Ochoa,Vibhav Bharti,Hayat Rajani,Ignacio Carlucho,Maria Koskinopoulou,Yvan R. Petillot,Nuno Gracias
类目: Robotics (cs.RO); Artificial Intelligence (cs.AI); Systems and Control (eess.SY)
*备注: Accepted as full paper at ICRA 2025

点击查看摘要

[AI-25] FedEAT: A Robustness Optimization Framework for Federated LLM s

链接: https://arxiv.org/abs/2502.11863
作者: Yahao Pang,Xingyuan Wu,Xiaojin Zhang,Wei Chen,Hai Jin
类目: Machine Learning (cs.LG); Artificial Intelligence (cs.AI)
*备注:

点击查看摘要

[AI-26] BaxBench: Can LLM s Generate Correct and Secure Backends?

链接: https://arxiv.org/abs/2502.11844
作者: Mark Vero,Niels Mündler,Victor Chibotaru,Veselin Raychev,Maximilian Baader,Nikola Jovanović,Jingxuan He,Martin Vechev
类目: Cryptography and Security (cs.CR); Artificial Intelligence (cs.AI); Machine Learning (cs.LG); Programming Languages (cs.PL)
*备注:

点击查看摘要

[AI-27] AAKT: Enhancing Knowledge Tracing with Alternate Autoregressive Modeling

链接: https://arxiv.org/abs/2502.11817
作者: Hao Zhou,Wenge Rong,Jianfei Zhang,Qing Sun,Yuanxin Ouyang,Zhang Xiong
类目: Artificial Intelligence (cs.AI); Computers and Society (cs.CY); Machine Learning (cs.LG)
*备注:

点击查看摘要

[AI-28] Cognitive-Aligned Document Selection for Retrieval-augmented Generation

链接: https://arxiv.org/abs/2502.11770
作者: Bingyu Wan,Fuxi Zhang,Zhongpeng Qi,Jiayi Ding,Jijun Li,Baoshi Fan,Yijia Zhang,Jun Zhang
类目: Artificial Intelligence (cs.AI)
*备注:

点击查看摘要

[AI-29] HintsOfTruth: A Multimodal Checkworthiness Detection Dataset with Real and Synthetic Claims

链接: https://arxiv.org/abs/2502.11753
作者: Michiel van der Meer,Pavel Korshunov,Sébastien Marcel,Lonneke van der Plas
类目: Artificial Intelligence (cs.AI)
*备注:

点击查看摘要

[AI-30] SQL-o1 : A Self-Reward Heuristic Dynamic Search Method for Text-to-SQL

链接: https://arxiv.org/abs/2502.11741
作者: Shuai Lyu,Haoran Luo,Zhonghong Ou,Yifan Zhu,Xiaoran Shang,Yang Qin,Meina Song
类目: Databases (cs.DB); Artificial Intelligence (cs.AI)
*备注: 10 pages,4 figures

点击查看摘要

[AI-31] Energy-Conscious LLM Decoding: Impact of Text Generation Strategies on GPU Energy Consumption

链接: https://arxiv.org/abs/2502.11723
作者: Alireza Nik,Michael A. Riegler,Pål Halvorsen
类目: Artificial Intelligence (cs.AI)
*备注:

点击查看摘要

[AI-32] Proactive Depot Discovery: A Generative Framework for Flexible Location-Routing

链接: https://arxiv.org/abs/2502.11715
作者: Site Qu,Guoqiang Hu
类目: Machine Learning (cs.LG); Artificial Intelligence (cs.AI)
*备注:

点击查看摘要

[AI-33] Knowledge-aware contrastive heterogeneous molecular graph learning

链接: https://arxiv.org/abs/2502.11711
作者: Mukun Chen,Jia Wu,Shirui Pan,Fu Lin,Bo Du,Xiuwen Gong,Wenbin Hu
类目: Machine Learning (cs.LG); Artificial Intelligence (cs.AI)
*备注:

点击查看摘要

[AI-34] ReVeil: Unconstrained Concealed Backdoor Attack on Deep Neural Networks using Machine Unlearning

链接: https://arxiv.org/abs/2502.11687
作者: Manaar Alam,Hithem Lamri,Michail Maniatakos
类目: Cryptography and Security (cs.CR); Artificial Intelligence (cs.AI); Machine Learning (cs.LG)
*备注: This paper is accepted at 62nd Design Automation Conference (DAC) 2025

点击查看摘要

[AI-35] VRoPE: Rotary Position Embedding for Video Large Language Models

链接: https://arxiv.org/abs/2502.11664
作者: Zikang Liu,Longteng Guo,Yepeng Tang,Junxian Cai,Kai Ma,Xi Chen,Jing Liu
类目: Artificial Intelligence (cs.AI)
*备注: 10 pages

点击查看摘要

[AI-36] “Im not for sale” – Perceptions and limited awareness of privacy risks by digital natives about location data

链接: https://arxiv.org/abs/2502.11658
作者: Antoine Boutet,Victor Morel
类目: Computers and Society (cs.CY); Artificial Intelligence (cs.AI); Cryptography and Security (cs.CR)
*备注: Submitted to ICWSM on January 15, 2025

点击查看摘要

[AI-37] Competing LLM Agents in a Non-Cooperative Game of Opinion Polarisation

链接: https://arxiv.org/abs/2502.11649
作者: Amin Qasmi,Usman Naseem,Mehwish Nasim
类目: Artificial Intelligence (cs.AI); Social and Information Networks (cs.SI)
*备注:

点击查看摘要

[AI-38] DELMAN: Dynamic Defense Against Large Language Model Jailbreaking with Model Editing

链接: https://arxiv.org/abs/2502.11647
作者: Yi Wang,Fenghua Weng,Sibei Yang,Zhan Qin,Minlie Huang,Wenjie Wang
类目: Cryptography and Security (cs.CR); Artificial Intelligence (cs.AI)
*备注:

点击查看摘要

[AI-39] InTec: integrated things-edge computing: a framework for distributing machine learning pipelines in edge AI systems

链接: https://arxiv.org/abs/2502.11644
作者: Habib Larian,Faramarz Safi-Esfahani
类目: Distributed, Parallel, and Cluster Computing (cs.DC); Artificial Intelligence (cs.AI)
*备注: For InTec framework implementation, see GitHub repository this https URL

点击查看摘要

[AI-40] Neural Interpretable Reasoning

链接: https://arxiv.org/abs/2502.11639
作者: Pietro Barbiero,Giuseppe Marra,Gabriele Ciravegna,David Debot,Francesco De Santis,Michelangelo Diligenti,Mateo Espinosa Zarlenga,Francesco Giannini
类目: Machine Learning (cs.LG); Artificial Intelligence (cs.AI); Neural and Evolutionary Computing (cs.NE)
*备注:

点击查看摘要

[AI-41] In-Context Parametric Inference: Point or Distribution Estimators?

链接: https://arxiv.org/abs/2502.11617
作者: Sarthak Mittal,Yoshua Bengio,Nikolay Malkin,Guillaume Lajoie
类目: Machine Learning (cs.LG); Artificial Intelligence (cs.AI); Machine Learning (stat.ML)
*备注:

点击查看摘要

[AI-42] Maximum Entropy Reinforcement Learning with Diffusion Policy

链接: https://arxiv.org/abs/2502.11612
作者: Xiaoyi Dong,Jian Cheng,Xi Sheryl Zhang
类目: Machine Learning (cs.LG); Artificial Intelligence (cs.AI)
*备注: 21 pages, 7 figures

点击查看摘要

[AI-43] LLM Embeddings for Deep Learning on Tabular Data

链接: https://arxiv.org/abs/2502.11596
作者: Boshko Koloski,Andrei Margeloiu,Xiangjian Jiang,Blaž Škrlj,Nikola Simidjievski,Mateja Jamnik
类目: Machine Learning (cs.LG); Artificial Intelligence (cs.AI)
*备注:

点击查看摘要

[AI-44] A Unified Modeling Framework for Automated Penetration Testing

链接: https://arxiv.org/abs/2502.11588
作者: Yunfei Wang,Shixuan Liu,Wenhao Wang,Changling Zhou,Chao Zhang,Jiandong Jin,Cheng Zhu
类目: Artificial Intelligence (cs.AI); Networking and Internet Architecture (cs.NI)
*备注:

点击查看摘要

[AI-45] Calibration of Vehicular Traffic Simulation Models by Local Optimization

链接: https://arxiv.org/abs/2502.11585
作者: Davide Andrea Guastella,Alejandro Morales-Hernàndez,Bruno Cornelis,Gianluca Bontempi
类目: Artificial Intelligence (cs.AI)
*备注: Published on Springer Transportation

点击查看摘要

[AI-46] Large Language Models and Mathematical Reasoning Failures

链接: https://arxiv.org/abs/2502.11574
作者: Johan Boye,Birger Moell
类目: Artificial Intelligence (cs.AI)
*备注:

点击查看摘要

[AI-47] Leader and Follower: Interactive Motion Generation under Trajectory Constraints

链接: https://arxiv.org/abs/2502.11563
作者: Runqi Wang,Caoyuan Ma,Jian Zhao,Hanrui Xu,Dongfang Sun,Haoyang Chen,Lin Xiong,Zheng Wang,Xuelong Li
类目: Robotics (cs.RO); Artificial Intelligence (cs.AI)
*备注:

点击查看摘要

[AI-48] A Survey of Automatic Prompt Engineering: An Optimization Perspective

链接: https://arxiv.org/abs/2502.11560
作者: Wenwu Li,Xiangfeng Wang,Wenhao Li,Bo Jin
类目: Artificial Intelligence (cs.AI); Machine Learning (cs.LG)
*备注: 19 pages, 4 figures

点击查看摘要

[AI-49] Equilibrate RLHF: Towards Balancing Helpfulness-Safety Trade-off in Large Language Models

链接: https://arxiv.org/abs/2502.11555
作者: Yingshui Tan,Yilei Jiang,Yanshi Li,Jiaheng Liu,Xingyuan Bu,Wenbo Su,Xiangyu Yue,Xiaoyong Zhu,Bo Zheng
类目: Artificial Intelligence (cs.AI)
*备注:

点击查看摘要

[AI-50] textMtext3: A Modular World Model over Streams of Tokens

链接: https://arxiv.org/abs/2502.11537
作者: Lior Cohen,Kaixin Wang,Bingyi Kang,Uri Gadot,Shie Mannor
类目: Machine Learning (cs.LG); Artificial Intelligence (cs.AI)
*备注:

点击查看摘要

[AI-51] A Survey of Personalized Large Language Models : Progress and Future Directions

链接: https://arxiv.org/abs/2502.11528
作者: Jiahong Liu,Zexuan Qiu,Zhongyang Li,Quanyu Dai,Jieming Zhu,Minda Hu,Menglin Yang,Irwin King
类目: Artificial Intelligence (cs.AI)
*备注: 7pages, 5 figures, Under Review

点击查看摘要

[AI-52] DeFiScope: Detecting Various DeFi Price Manipulations with LLM Reasoning

链接: https://arxiv.org/abs/2502.11521
作者: Juantao Zhong,Daoyuan Wu,Ye Liu,Maoyi Xie,Yang Liu,Yi Li,Ning Liu
类目: Cryptography and Security (cs.CR); Artificial Intelligence (cs.AI)
*备注:

点击查看摘要

[AI-53] UniGO: A Unified Graph Neural Network for Modeling Opinion Dynamics on Graphs WWW2025

链接: https://arxiv.org/abs/2502.11519
作者: Hao Li,Hao Jiang,Yuke Zheng,Hao Sun,Wenying Gong
类目: ocial and Information Networks (cs.SI); Artificial Intelligence (cs.AI)
*备注: WWW2025

点击查看摘要

[AI-54] Generative Multi-Agent Collaboration in Embodied AI: A Systematic Review

链接: https://arxiv.org/abs/2502.11518
作者: Di Wu,Xian Wei,Guang Chen,Hao Shen,Xiangfeng Wang,Wenhao Li,Bo Jin
类目: Multiagent Systems (cs.MA); Artificial Intelligence (cs.AI); Machine Learning (cs.LG)
*备注: 18 pages

点击查看摘要

[AI-55] MaZO: Masked Zeroth-Order Optimization for Multi-Task Fine-Tuning of Large Language Models

链接: https://arxiv.org/abs/2502.11513
作者: Zhen Zhang,Yifan Yang,Kai Zhen,Nathan Susanj,Athanasios Mouchtaris,Siegfried Kunzmann,Zheng Zhang
类目: Machine Learning (cs.LG); Artificial Intelligence (cs.AI)
*备注: 17 pages

点击查看摘要

[AI-56] DifCluE: Generating Counterfactual Explanations with Diffusion Autoencoders and modal clustering

链接: https://arxiv.org/abs/2502.11509
作者: Suparshva Jain,Amit Sangroya,Lovekesh Vig
类目: Machine Learning (cs.LG); Artificial Intelligence (cs.AI)
*备注:

点击查看摘要

[AI-57] Accelerated Gradient-based Design Optimization Via Differentiable Physics-Informed Neural Operator: A Composites Autoclave Processing Case Study

链接: https://arxiv.org/abs/2502.11504
作者: Janak M. Patel,Milad Ramezankhani,Anirudh Deodhar,Dagnachew Birru
类目: Machine Learning (cs.LG); Artificial Intelligence (cs.AI); Numerical Analysis (math.NA)
*备注: 15 pages, 7 figures

点击查看摘要

[AI-58] Optimized detection of cyber-attacks on IoT networks via hybrid deep learning models

链接: https://arxiv.org/abs/2502.11470
作者: Ahmed Bensaoud,Jugal Kalita
类目: Cryptography and Security (cs.CR); Artificial Intelligence (cs.AI)
*备注:

点击查看摘要

[AI-59] owards Efficient Pre-training: Exploring FP4 Precision in Large Language Models

链接: https://arxiv.org/abs/2502.11458
作者: Jiecheng Zhou,Ding Tang,Rong Fu,Boni Hu,Haoran Xu,Yi Wang,Zhilin Pei,Zhongling Su,Liang Liu,Xingcheng Zhang,Weiming Zhang
类目: Machine Learning (cs.LG); Artificial Intelligence (cs.AI)
*备注: 8 pages, 2 figure

点击查看摘要

[AI-60] Connector-S: A Survey of Connectors in Multi-modal Large Language Models

链接: https://arxiv.org/abs/2502.11453
作者: Xun Zhu,Zheng Zhang,Xi Chen,Yiming Shi,Miao Li,Ji Wu
类目: Machine Learning (cs.LG); Artificial Intelligence (cs.AI)
*备注:

点击查看摘要

[AI-61] Fishing For Cheap And Efficient Pruners At Initialization

链接: https://arxiv.org/abs/2502.11450
作者: Ivo Gollini Navarrete,Nicolas Mauricio Cuadrado,Jose Renato Restom,Martin Takáč,Samuel Horváth
类目: Machine Learning (cs.LG); Artificial Intelligence (cs.AI)
*备注: 8 pages of main content (excluding references), 2 figures, 2 tables, 1 algorithm, and 11 pages of appendix. Code available at this https URL

点击查看摘要

[AI-62] AGrail: A Lifelong Agent Guardrail with Effective and Adaptive Safety Detection

链接: https://arxiv.org/abs/2502.11448
作者: Weidi Luo,Shenghong Dai,Xiaogeng Liu,Suman Banerjee,Huan Sun,Muhao Chen,Chaowei Xiao
类目: Artificial Intelligence (cs.AI)
*备注:

点击查看摘要

[AI-63] Does Editing Provide Evidence for Localization?

链接: https://arxiv.org/abs/2502.11447
作者: Zihao Wang,Victor Veitch
类目: Machine Learning (cs.LG); Artificial Intelligence (cs.AI)
*备注:

点击查看摘要

[AI-64] Learning Dexterous Bimanual Catch Skills through Adversarial-Cooperative Heterogeneous-Agent Reinforcement Learning ICRA2025

链接: https://arxiv.org/abs/2502.11437
作者: Taewoo Kim,Youngwoo Yoon,Jaehong Kim
类目: Robotics (cs.RO); Artificial Intelligence (cs.AI)
*备注: ICRA 2025 Accepted

点击查看摘要

[AI-65] textscFLAG-Trader: Fusion LLM -Agent with Gradient-based Reinforcement Learning for Financial Trading

链接: https://arxiv.org/abs/2502.11433
作者: Guojun Xiong,Zhiyang Deng,Keyi Wang,Yupeng Cao,Haohang Li,Yangyang Yu,Xueqing Peng,Mingquan Lin,Kaleb E Smith,Xiao-Yang Liu,Jimin Huang,Sophia Ananiadou,Qianqian Xie
类目: Artificial Intelligence (cs.AI); Computational Engineering, Finance, and Science (cs.CE); Trading and Market Microstructure (q-fin.TR)
*备注:

点击查看摘要

[AI-66] Planning of Heuristics: Strategic Planning on Large Language Models with Monte Carlo Tree Search for Automating Heuristic Optimization

链接: https://arxiv.org/abs/2502.11422
作者: Chaoxu Mu,Xufeng Zhang,Hui Wang
类目: Artificial Intelligence (cs.AI)
*备注: 17 pages, 8 figures

点击查看摘要

[AI-67] meCAP: Learning to Contextualize Augment and Predict Time Series Events with Large Language Model Agents AAAI2025

链接: https://arxiv.org/abs/2502.11418
作者: Geon Lee,Wenchao Yu,Kijung Shin,Wei Cheng,Haifeng Chen
类目: Artificial Intelligence (cs.AI); Machine Learning (cs.LG)
*备注: AAAI 2025

点击查看摘要

[AI-68] Mimicking the Familiar: Dynamic Command Generation for Information Theft Attacks in LLM Tool-Learning System

链接: https://arxiv.org/abs/2502.11358
作者: Ziyou Jiang,Mingyang Li,Guowei Yang,Junjie Wang,Yuekai Huang,Zhiyuan Chang,Qing Wang
类目: Artificial Intelligence (cs.AI); Cryptography and Security (cs.CR)
*备注: 15 pages, 11 figures

点击查看摘要

[AI-69] Explorer: Scaling Exploration-driven Web Trajectory Synthesis for Multimodal Web Agents

链接: https://arxiv.org/abs/2502.11357
作者: Vardaan Pahuja,Yadong Lu,Corby Rosset,Boyu Gou,Arindam Mitra,Spencer Whitehead,Yu Su,Ahmed Awadallah
类目: Artificial Intelligence (cs.AI); Human-Computer Interaction (cs.HC)
*备注: 24 pages, 7 figures

点击查看摘要

[AI-70] Inverse Flow and Consistency Models

链接: https://arxiv.org/abs/2502.11333
作者: Yuchen Zhang,Jian Zhou
类目: Machine Learning (cs.LG); Artificial Intelligence (cs.AI)
*备注:

点击查看摘要

[AI-71] AI Generations: From AI 1.0 to AI 4.0

链接: https://arxiv.org/abs/2502.11312
作者: Jiahao Wu,Hengxu You,Jing Du
类目: Artificial Intelligence (cs.AI)
*备注: 17 pages

点击查看摘要

[AI-72] Game-Of-Goals: Using adversarial games to achieve strategic resilience

链接: https://arxiv.org/abs/2502.11295
作者: Aditya Ghose,Asjad Khan
类目: Artificial Intelligence (cs.AI); Computer Science and Game Theory (cs.GT)
*备注:

点击查看摘要

[AI-73] Dialogue-based Explanations for Logical Reasoning using Structured Argumentation

链接: https://arxiv.org/abs/2502.11291
作者: Loan Ho,Stefan Schlobach
类目: Artificial Intelligence (cs.AI); Databases (cs.DB); Human-Computer Interaction (cs.HC); Logic in Computer Science (cs.LO)
*备注: 45 pages, 8 gigures, journal

点击查看摘要

[AI-74] FairFare: A Tool for Crowdsourcing Rideshare Data to Empower Labor Organizers

链接: https://arxiv.org/abs/2502.11273
作者: Dana Calacci,Varun Nagaraj Rao,Samantha Dalal,Catherine Di,Kok-Wei Pua,Andrew Schwartz,Danny Spitzberg,Andrés Monroy-Hernández
类目: Human-Computer Interaction (cs.HC); Artificial Intelligence (cs.AI); Computers and Society (cs.CY)
*备注: FairFare is hosted at: this https URL

点击查看摘要

[AI-75] Unlocking the Potential of Generative AI through Neuro-Symbolic Architectures: Benefits and Limitations

链接: https://arxiv.org/abs/2502.11269
作者: Oualid Bougzime,Samir Jabbar,Christophe Cruz,Frédéric Demoly
类目: Artificial Intelligence (cs.AI); Machine Learning (cs.LG); Symbolic Computation (cs.SC)
*备注: 54 pages, 7 figures

点击查看摘要

[AI-76] Generating Skyline Datasets for Data Science Models EDBT25

链接: https://arxiv.org/abs/2502.11262
作者: Mengying Wang,Hanchao Ma,Yiyang Bian,Yangxin Fan,Yinghui Wu
类目: Databases (cs.DB); Artificial Intelligence (cs.AI)
*备注: EDBT25

点击查看摘要

[AI-77] Explaining Necessary Truths

链接: https://arxiv.org/abs/2502.11251
作者: Gülce Kardeş,Simon DeDeo
类目: Artificial Intelligence (cs.AI); Computational Complexity (cs.CC); History and Overview (math.HO); Neurons and Cognition (q-bio.NC)
*备注: 7 pages, in review

点击查看摘要

[AI-78] Shortcuts and Identifiability in Concept-based Models from a Neuro-Symbolic Lens

链接: https://arxiv.org/abs/2502.11245
作者: Samuele Bortolotti,Emanuele Marconato,Paolo Morettin,Andrea Passerini,Stefano Teso
类目: Machine Learning (cs.LG); Artificial Intelligence (cs.AI)
*备注:

点击查看摘要

[AI-79] METAFOR: A Hybrid Metaheuristics Software Framework for Single-Objective Continuous Optimization Problems

链接: https://arxiv.org/abs/2502.11225
作者: Christian Camacho-Villalón,Marco Dorigo,Thomas Stützle
类目: Neural and Evolutionary Computing (cs.NE); Artificial Intelligence (cs.AI)
*备注:

点击查看摘要

[AI-80] Bridging the Gap: Enabling Natural Language Queries for NoSQL Databases through Text-to-NoSQL Translation

链接: https://arxiv.org/abs/2502.11201
作者: Jinwei Lu,Yuanfeng Song,Zhiqian Qin,Haodi Zhang,Chen Zhang,Raymond Chi-Wing Wong
类目: Databases (cs.DB); Artificial Intelligence (cs.AI)
*备注:

点击查看摘要

[AI-81] Improving Scientific Document Retrieval with Concept Coverag e-based Query Set Generation WSDM2025

链接: https://arxiv.org/abs/2502.11181
作者: SeongKu Kang,Bowen Jin,Wonbin Kweon,Yu Zhang,Dongha Lee,Jiawei Han,Hwanjo Yu
类目: Information Retrieval (cs.IR); Artificial Intelligence (cs.AI)
*备注: WSDM 2025

点击查看摘要

[AI-82] Quantifying the Capability Boundary of DeepSeek Models: An Application-Driven Performance Analysis

链接: https://arxiv.org/abs/2502.11164
作者: Shiguo Lian,Kaikai Zhao,Xuejiao Lei,Ning Wang,Zhenhong Long,Peijun Yang,Minjie Hua,Chaoyang Ma,Wen Liu,Kai Wang,Zhaoxiang Liu
类目: Artificial Intelligence (cs.AI); Machine Learning (cs.LG)
*备注:

点击查看摘要

[AI-83] Dyve: Thinking Fast and Slow for Dynamic Process Verification

链接: https://arxiv.org/abs/2502.11157
作者: Jianyuan Zhong,Zeju Li,Zhijian Xu,Xiangyu Wen,Qiang Xu
类目: Artificial Intelligence (cs.AI)
*备注: 8 pages, 4 figures

点击查看摘要

[AI-84] Large Language-Geometry Model: When LLM meets Equivariance

链接: https://arxiv.org/abs/2502.11149
作者: Zongzhao Li,Jiacheng Cen,Bing Su,Wenbing Huang,Tingyang Xu,Yu Rong,Deli Zhao
类目: Machine Learning (cs.LG); Artificial Intelligence (cs.AI)
*备注:

点击查看摘要

[AI-85] Efficient Long-Decoding Inference with Reasoning -Aware Attention Sparsity

链接: https://arxiv.org/abs/2502.11147
作者: Junhao Hu,Wenrui Huang,Weidong Wang,Zhenwen Li,Tiancheng Hu,Zhixia Liu,Xusheng Chen,Tao Xie,Yizhou Shan
类目: Machine Learning (cs.LG); Artificial Intelligence (cs.AI)
*备注:

点击查看摘要

[AI-86] Cognitive Neural Architecture Search Reveals Hierarchical Entailment

链接: https://arxiv.org/abs/2502.11141
作者: Lukas Kuhn,Sari Saba-Sadiya,Gemma Roig
类目: Neural and Evolutionary Computing (cs.NE); Artificial Intelligence (cs.AI); Quantitative Methods (q-bio.QM)
*备注:

点击查看摘要

[AI-87] Solving Online Resource-Constrained Scheduling for Follow-Up Observation in Astronomy: a Reinforcement Learning Approach

链接: https://arxiv.org/abs/2502.11134
作者: Yajie Zhang,Ce Yu,Chao Sun,Jizeng Wei,Junhan Ju,Shanjiang Tang
类目: Artificial Intelligence (cs.AI); Instrumentation and Methods for Astrophysics (astro-ph.IM)
*备注:

点击查看摘要

[AI-88] UNITE-FND: Reframing Multimodal Fake News Detection through Unimodal Scene Translation

链接: https://arxiv.org/abs/2502.11132
作者: Arka Mukherjee,Shreya Ghosh
类目: Machine Learning (cs.LG); Artificial Intelligence (cs.AI)
*备注: 28 pages, 16 figures

点击查看摘要

[AI-89] AdaManip: Adaptive Articulated Object Manipulation Environments and Policy Learning ICLR2025

链接: https://arxiv.org/abs/2502.11124
作者: Yuanfei Wang,Xiaojie Zhang,Ruihai Wu,Yu Li,Yan Shen,Mingdong Wu,Zhaofeng He,Yizhou Wang,Hao Dong
类目: Robotics (cs.RO); Artificial Intelligence (cs.AI)
*备注: ICLR 2025

点击查看摘要

[AI-90] Hierarchical Expert Prompt for Large-Language-Model: An Approach Defeat Elite AI in TextStarCraft II for the First Time

链接: https://arxiv.org/abs/2502.11122
作者: Zongyuan Li,Chang Lu,Xiaojie Xu,Runnan Qi,Yanan Ni,Lumin Jiang,Xiangbei Liu,Xuebo Zhang,Yongchun Fang,Kuihua Huang,Xian Guo
类目: Artificial Intelligence (cs.AI)
*备注:

点击查看摘要

[AI-91] Revisiting Weak-to-Strong Generalization in Theory and Practice: Reverse KL vs. Forward KL

链接: https://arxiv.org/abs/2502.11107
作者: Wei Yao,Wenkai Yang,Ziqiao Wang,Yankai Lin,Yong Liu
类目: Machine Learning (cs.LG); Artificial Intelligence (cs.AI)
*备注:

点击查看摘要

[AI-92] OptMATH: A Scalable Bidirectional Data Synthesis Framework for Optimization Modeling

链接: https://arxiv.org/abs/2502.11102
作者: Hongliang Lu,Zhonglin Xie,Yaoyu Wu,Can Ren,Yuxuan Chen,Zaiwen Wen
类目: Artificial Intelligence (cs.AI); Machine Learning (cs.LG)
*备注: This paper has 36 pages, 18 figures, and two co-first authors: Hongliang Lu and Zhonglin Xie

点击查看摘要

[AI-93] alk Structurally Act Hierarchically: A Collaborative Framework for LLM Multi-Agent Systems

链接: https://arxiv.org/abs/2502.11098
作者: Zhao Wang,Sota Moriyama,Wei-Yao Wang,Briti Gangopadhyay,Shingo Takamatsu
类目: Artificial Intelligence (cs.AI); Machine Learning (cs.LG); Multiagent Systems (cs.MA)
*备注:

点击查看摘要

[AI-94] SyncSpeech: Low-Latency and Efficient Dual-Stream Text-to-Speech based on Temporal Masked Transformer

链接: https://arxiv.org/abs/2502.11094
作者: Zhengyan Sheng,Zhihao Du,Shiliang Zhang,Zhijie Yan,Yexin Yang,Zhenhua Ling
类目: ound (cs.SD); Artificial Intelligence (cs.AI)
*备注:

点击查看摘要

[AI-95] owards Data-Efficient Pretraining for Atomic Property Prediction

链接: https://arxiv.org/abs/2502.11085
作者: Yasir Ghunaim,Hasan Abed Al Kader Hammoud,Bernard Ghanem
类目: Machine Learning (cs.LG); Artificial Intelligence (cs.AI)
*备注:

点击查看摘要

[AI-96] A Survey on Vulnerability Prioritization: Taxonomy Metrics and Research Challenges

链接: https://arxiv.org/abs/2502.11070
作者: Yuning Jiang,Nay Oo,Qiaoran Meng,Hoon Wei Lim,Biplab Sikdar
类目: Cryptography and Security (cs.CR); Artificial Intelligence (cs.AI)
*备注:

点击查看摘要

[AI-97] Accelerating Anchors via Specialization and Feature Transformation

链接: https://arxiv.org/abs/2502.11068
作者: Haonan Yu,Junhao Liu,Xin Zhang
类目: Machine Learning (cs.LG); Artificial Intelligence (cs.AI)
*备注:

点击查看摘要

[AI-98] ClimateLLM : Efficient Weather Forecasting via Frequency-Aware Large Language Models

链接: https://arxiv.org/abs/2502.11059
作者: Shixuan Li,Wei Yang,Peiyu Zhang,Xiongye Xiao,Defu Cao,Yuehan Qin,Xiaole Zhang,Yue Zhao,Paul Bogdan
类目: Machine Learning (cs.LG); Artificial Intelligence (cs.AI)
*备注:

点击查看摘要

[AI-99] A Physics-Informed Machine Learning Framework for Safe and Optimal Control of Autonomous Systems

链接: https://arxiv.org/abs/2502.11057
作者: Manan Tayal,Aditya Singh,Shishir Kolathaya,Somil Bansal
类目: Robotics (cs.RO); Artificial Intelligence (cs.AI); Systems and Control (eess.SY)
*备注: 15Pages, 12 Figures. First two authors have contributed equally

点击查看摘要

[AI-100] Unlocking the Power of Function Vectors for Characterizing and Mitigating Catastrophic Forgetting in Continual Instruction Tuning

链接: https://arxiv.org/abs/2502.11019
作者: Gangwei Jiang,Caigao Jiang,Zhaoyi Li,Siqiao Xue,Jun Zhou,Linqi Song,Defu Lian,Yin Wei
类目: Machine Learning (cs.LG); Artificial Intelligence (cs.AI)
*备注: 10pages

点击查看摘要

[AI-101] Collaborative Deterministic-Diffusion Model for Probabilistic Urban Spatiotemporal Prediction

链接: https://arxiv.org/abs/2502.11013
作者: Zhi Sheng,Yuan Yuan,Yudi Zhang,Depeng Jin,Yong Li
类目: Machine Learning (cs.LG); Artificial Intelligence (cs.AI)
*备注:

点击查看摘要

[AI-102] Prompt Inject Detection with Generative Explanation as an Investigative Tool

链接: https://arxiv.org/abs/2502.11006
作者: Jonathan Pan,Swee Liang Wong,Yidi Yuan,Xin Wei Chia
类目: Cryptography and Security (cs.CR); Artificial Intelligence (cs.AI)
*备注: 5 pages, 4 tables, 3 diagrams

点击查看摘要

[AI-103] Is Elo Rating Reliable? A Study Under Model Misspecification

链接: https://arxiv.org/abs/2502.10985
作者: Shange Tang,Yuanhao Wang,Chi Jin
类目: Machine Learning (cs.LG); Artificial Intelligence (cs.AI); Methodology (stat.ME); Machine Learning (stat.ML)
*备注: 23pages

点击查看摘要

[AI-104] Agent ic LLM Framework for Adaptive Decision Discourse

链接: https://arxiv.org/abs/2502.10978
作者: Antoine Dolant,Praveen Kumar
类目: Artificial Intelligence (cs.AI); Computers and Society (cs.CY)
*备注: 24 pages, 4 figures, 1 appendix

点击查看摘要

[AI-105] Graders should cheat: privileged information enables expert-level automated evaluations

链接: https://arxiv.org/abs/2502.10961
作者: Jin Peng Zhou,Sébastien M. R. Arnold,Nan Ding,Kilian Q. Weinberger,Nan Hua,Fei Sha
类目: Machine Learning (cs.LG); Artificial Intelligence (cs.AI)
*备注:

点击查看摘要

[AI-106] Empirical evaluation of LLM s in predicting fixes of Configuration bugs in Smart Home System

链接: https://arxiv.org/abs/2502.10953
作者: Sheikh Moonwara Anjum Monisha,Atul Bharadwaj
类目: oftware Engineering (cs.SE); Artificial Intelligence (cs.AI)
*备注:

点击查看摘要

[AI-107] CoLA: Compute-Efficient Pre-Training of LLM s via Low-Rank Activation

链接: https://arxiv.org/abs/2502.10940
作者: Ziyue Liu,Ruijie Zhang,Zhengyang Wang,Zi Yang,Paul Hovland,Bogdan Nicolae,Franck Cappello,Zheng Zhang
类目: Machine Learning (cs.LG); Artificial Intelligence (cs.AI)
*备注: Preprint

点击查看摘要

[AI-108] PEA: Enhancing LLM Performance on Computational-Reasoning Tasks

链接: https://arxiv.org/abs/2502.10938
作者: Zi Wang,Shiwei Weng,Mohannad Alhanahnah,Somesh Jha,Tom Reps
类目: Artificial Intelligence (cs.AI)
*备注:

点击查看摘要

[AI-109] D-CIPHER: Dynamic Collaborative Intelligent Agents with Planning and Heterogeneous Execution for Enhanced Reasoning in Offensive Security

链接: https://arxiv.org/abs/2502.10931
作者: Meet Udeshi,Minghao Shao,Haoran Xi,Nanda Rani,Kimberly Milner,Venkata Sai Charan Putrevu,Brendan Dolan-Gavitt,Sandeep Kumar Shukla,Prashanth Krishnamurthy,Farshad Khorrami,Ramesh Karri,Muhammad Shafique
类目: Artificial Intelligence (cs.AI); Cryptography and Security (cs.CR)
*备注:

点击查看摘要

[AI-110] PCGRLLM : Large Language Model-Driven Reward Design for Procedural Content Generation Reinforcement Learning

链接: https://arxiv.org/abs/2502.10906
作者: In-Chang Baek,Sung-Hyun Kim,Sam Earle,Zehua Jiang,Noh Jin-Ha,Julian Togelius,Kyung-Joong Kim
类目: Artificial Intelligence (cs.AI)
*备注: 14 pages, 9 figures

点击查看摘要

[AI-111] Bridging the Sim-to-Real Gap for Athletic Loco-Manipulation

链接: https://arxiv.org/abs/2502.10894
作者: Nolan Fey,Gabriel B. Margolis,Martin Peticco,Pulkit Agrawal
类目: Robotics (cs.RO); Artificial Intelligence (cs.AI); Machine Learning (cs.LG)
*备注: Project website: this http URL

点击查看摘要

[AI-112] Learning Identifiable Structures Helps Avoid Bias in DNN-based Supervised Causal Learning

链接: https://arxiv.org/abs/2502.10883
作者: Jiaru Zhang,Rui Ding,Qiang Fu,Bojun Huang,Zizhen Deng,Yang Hua,Haibing Guan,Shi Han,Dongmei Zhang
类目: Machine Learning (cs.LG); Artificial Intelligence (cs.AI); Methodology (stat.ME)
*备注:

点击查看摘要

[AI-113] Broadcast Channel Cooperative Gain: An Operational Interpretation of Partial Information Decomposition

链接: https://arxiv.org/abs/2502.10878
作者: Chao Tian,Shlomo Shamai(Shitz)
类目: Information Theory (cs.IT); Artificial Intelligence (cs.AI); Machine Learning (cs.LG)
*备注: 9 pages, 1 figure

点击查看摘要

[AI-114] A Geometric Approach to Personalized Recommendation with Set-Theoretic Constraints Using Box Embeddings

链接: https://arxiv.org/abs/2502.10875
作者: Shib Dasgupta,Michael Boratko,Andrew McCallum
类目: Information Retrieval (cs.IR); Artificial Intelligence (cs.AI); Machine Learning (cs.LG)
*备注:

点击查看摘要

[AI-115] he Vendiscope: An Algorithmic Microscope For Data Collections MICRO

链接: https://arxiv.org/abs/2502.10828
作者: Amey P. Pasarkar,Adji Bousso Dieng
类目: Machine Learning (cs.LG); Materials Science (cond-mat.mtrl-sci); Artificial Intelligence (cs.AI); Quantitative Methods (q-bio.QM)
*备注: This paper introduces the concept of “algorithmic microscopes” and proposes the Vendiscope, an algorithmic microscope for data-driven science

点击查看摘要

[AI-116] MITRE ATTCK Applications in Cybersecurity and The Way Forward

链接: https://arxiv.org/abs/2502.10825
作者: Yuning Jiang,Qiaoran Meng,Feiyang Shang,Nay Oo,Le Thi Hong Minh,Hoon Wei Lim,Biplab Sikdar
类目: Cryptography and Security (cs.CR); Artificial Intelligence (cs.AI)
*备注: 37 pages

点击查看摘要

[AI-117] On Vanishing Gradients Over-Smoothing and Over-Squashing in GNNs: Bridging Recurrent and Graph Learning

链接: https://arxiv.org/abs/2502.10818
作者: Álvaro Arroyo,Alessio Gravina,Benjamin Gutteridge,Federico Barbero,Claudio Gallicchio,Xiaowen Dong,Michael Bronstein,Pierre Vandergheynst
类目: Machine Learning (cs.LG); Artificial Intelligence (cs.AI)
*备注:

点击查看摘要

[AI-118] BalanceBenchmark: A Survey for Imbalanced Learning

链接: https://arxiv.org/abs/2502.10816
作者: Shaoxuan Xu,Menglu Cui,Chengxiang Huang,Hongfa Wang,DiHu
类目: Machine Learning (cs.LG); Artificial Intelligence (cs.AI)
*备注: 9 pages

点击查看摘要

[AI-119] HybriDNA: A Hybrid Transformer-Mamba2 Long-Range DNA Language Model

链接: https://arxiv.org/abs/2502.10807
作者: Mingqian Ma,Guoqing Liu,Chuan Cao,Pan Deng,Tri Dao,Albert Gu,Peiran Jin,Zhao Yang,Yingce Xia,Renqian Luo,Pipi Hu,Zun Wang,Yuan-Jyue Chen,Haiguang Liu,Tao Qin
类目: Machine Learning (cs.LG); Artificial Intelligence (cs.AI); Genomics (q-bio.GN)
*备注:

点击查看摘要

[AI-120] CoCoEvo: Co-Evolution of Programs and Test Cases to Enhance Code Generation

链接: https://arxiv.org/abs/2502.10802
作者: Kefan Li,Hongyue Yu,Tingyu Guo,Shijie Cao,Yuan Yuan
类目: oftware Engineering (cs.SE); Artificial Intelligence (cs.AI)
*备注:

点击查看摘要

[AI-121] A Distillation-based Future-aware Graph Neural Network for Stock Trend Prediction

链接: https://arxiv.org/abs/2502.10776
作者: Zhipeng Liu,Peibo Duan,Mingyang Geng,Bin Zhang
类目: Machine Learning (cs.LG); Artificial Intelligence (cs.AI); Portfolio Management (q-fin.PM)
*备注:

点击查看摘要

机器学习

[LG-0] Learning Getting-Up Policies for Real-World Humanoid Robots

链接: https://arxiv.org/abs/2502.12152
作者: Xialin He,Runpei Dong,Zixuan Chen,Saurabh Gupta
类目: Robotics (cs.RO); Machine Learning (cs.LG)
*备注: Project page: this https URL

点击查看摘要

[LG-1] Minimal Ranks Maximum Confidence: Parameter-efficient Uncertainty Quantification for LoRA

链接: https://arxiv.org/abs/2502.12122
作者: Patryk Marszałek,Klaudia Bałazy,Jacek Tabor,Tomasz Kuśmierczyk
类目: Machine Learning (cs.LG)
*备注:

点击查看摘要

[LG-2] SWE-Lancer: Can Frontier LLM s Earn 1 Million from Real-World Freelance Software Engineering?

链接: https://arxiv.org/abs/2502.12115
作者: Samuel Miserendino,Michele Wang,Tejal Patwardhan,Johannes Heidecke
类目: Machine Learning (cs.LG)
*备注: 9 pages, 24 pages appendix

点击查看摘要

[LG-3] Unifying Explainable Anomaly Detection and Root Cause Analysis in Dynamical Systems AAAI-25

链接: https://arxiv.org/abs/2502.12086
作者: Yue Sun,Rick S. Blum,Parv Venkitasubramaniam
类目: Machine Learning (cs.LG); Machine Learning (stat.ML)
*备注: Accepted by the AAAI-25 Workshop on Artificial Intelligence for Cyber Security (AICS)

点击查看摘要

[LG-4] Classifying the Stoichiometry of Virus-like Particles with Interpretable Machine Learning

链接: https://arxiv.org/abs/2502.12049
作者: Jiayang Zhang,Xianyuan Liu,Wei Wu,Sina Tabakhi,Wenrui Fan,Shuo Zhou,Kang Lan Tee,Tuck Seng Wong,Haiping Lu
类目: Machine Learning (cs.LG); Biomolecules (q-bio.BM); Quantitative Methods (q-bio.QM)
*备注:

点击查看摘要

[LG-5] he geometry of BERT

链接: https://arxiv.org/abs/2502.12033
作者: Matteo Bonino,Giorgia Ghione,Giansalvo Cirrincione
类目: Machine Learning (cs.LG)
*备注: 28 pages, 13 figures

点击查看摘要

[LG-6] Scalable and Cost-Efficient ML Inference: Parallel Batch Processing with Serverless Functions

链接: https://arxiv.org/abs/2502.12017
作者: Amine Barrak,Emna Ksontini
类目: Distributed, Parallel, and Cluster Computing (cs.DC); Machine Learning (cs.LG)
*备注:

点击查看摘要

[LG-7] Unsupervised Structural-Counterfactual Generation under Domain Shift

链接: https://arxiv.org/abs/2502.12013
作者: Krishn Vishwas Kher,Lokesh Venkata Siva Maruthi Badisa,Kusampudi Venkata Datta Sri Harsha,Chitneedi Geetha Sowmya,SakethaNath Jagarlapudi
类目: Machine Learning (cs.LG); Machine Learning (stat.ML)
*备注: 13 pages, 1 figure

点击查看摘要

[LG-8] Reconfigurable Intelligent Surfaces-Assisted Integrated Access and Backhaul

链接: https://arxiv.org/abs/2502.12011
作者: Charitha Madapatha,Behrooz Makki,Hao Guo,Tommy Svensson
类目: Information Theory (cs.IT); Machine Learning (cs.LG); Networking and Internet Architecture (cs.NI)
*备注: Submitted to 2025 European Conference on Networks and Communications (EuCNC) 6G Summit, 2025, Poznan, Poland

点击查看摘要

[LG-9] Selective Task Group Updates for Multi-Task Optimization ICLR2025

链接: https://arxiv.org/abs/2502.11986
作者: Wooseong Jeong,Kuk-Jin Yoon
类目: Machine Learning (cs.LG)
*备注: Accepted at ICLR 2025

点击查看摘要

[LG-10] Qubit-Based Framework for Quantum Machine Learning: Bridging Classical Data and Quantum Algorithms

链接: https://arxiv.org/abs/2502.11951
作者: Bhavna Bose,Saurav Verma
类目: Computational Engineering, Finance, and Science (cs.CE); Machine Learning (cs.LG); Quantum Physics (quant-ph)
*备注:

点击查看摘要

[LG-11] Sharp-PINNs: staggered hard-constrained physics-informed neural networks for phase field modelling of corrosion

链接: https://arxiv.org/abs/2502.11942
作者: Nanxi Chen,Chuanjie Cui,Rujin Ma,Airong Chen,Sifan Wang
类目: Machine Learning (cs.LG); Computational Physics (physics.comp-ph)
*备注:

点击查看摘要

[LG-12] Continual Learning Should Move Beyond Incremental Classification

链接: https://arxiv.org/abs/2502.11927
作者: Rupert Mitchell,Antonio Alliegro,Raffaello Camoriano,Dustin Carrión-Ojeda,Antonio Carta,Georgia Chalvatzaki,Nikhil Churamani,Carlo D’Eramo,Samin Hamidi,Robin Hesse,Fabian Hinder,Roshni Ramanna Kamath,Vincenzo Lomonaco,Subarnaduti Paul,Francesca Pistilli,Tinne Tuytelaars,Gido M van de Ven,Kristian Kersting,Simone Schaub-Meyer,Martin Mundt
类目: Machine Learning (cs.LG)
*备注:

点击查看摘要

[LG-13] VLP: Vision-Language Preference Learning for Embodied Manipulation

链接: https://arxiv.org/abs/2502.11918
作者: Runze Liu,Chenjia Bai,Jiafei Lyu,Shengjie Sun,Yali Du,Xiu Li
类目: Machine Learning (cs.LG); Robotics (cs.RO)
*备注:

点击查看摘要

[LG-14] Adversarial Alignment for LLM s Requires Simpler Reproducible and More Measurable Objectives

链接: https://arxiv.org/abs/2502.11910
作者: Leo Schwinn,Yan Scholten,Tom Wollschläger,Sophie Xhonneux,Stephen Casper,Stephan Günnemann,Gauthier Gidel
类目: Machine Learning (cs.LG)
*备注:

点击查看摘要

[LG-15] Rethinking Benign Overfitting in Two-Layer Neural Networks

链接: https://arxiv.org/abs/2502.11893
作者: Ruichen Xu,Kexin Chen
类目: Machine Learning (cs.LG); Machine Learning (stat.ML)
*备注:

点击查看摘要

[LG-16] Enhanced Anomaly Detection in IoMT Networks using Ensemble AI Models on the CICIoMT2024 Dataset

链接: https://arxiv.org/abs/2502.11854
作者: Prathamesh Chandekar,Mansi Mehta,Swet Chandan
类目: Cryptography and Security (cs.CR); Machine Learning (cs.LG)
*备注:

点击查看摘要

[LG-17] StructTransform: A Scalable Attack Surface for Safety-Aligned Large Language Models

链接: https://arxiv.org/abs/2502.11853
作者: Shehel Yoosuf,Temoor Ali,Ahmed Lekssays,Mashael AlSabah,Issa Khalil
类目: Machine Learning (cs.LG)
*备注:

点击查看摘要

[LG-18] Model Generalization on Text Attribute Graphs: Principles with Large Language Models

链接: https://arxiv.org/abs/2502.11836
作者: Haoyu Wang,Shikun Liu,Rongzhe Wei,Pan Li
类目: Machine Learning (cs.LG)
*备注:

点击查看摘要

[LG-19] Intersectional Fairness in Reinforcement Learning with Large State and Constraint Spaces

链接: https://arxiv.org/abs/2502.11828
作者: Eric Eaton,Marcel Hussing,Michael Kearns,Aaron Roth,Sikata Bela Sengupta,Jessica Sorrell
类目: Machine Learning (cs.LG); Computer Science and Game Theory (cs.GT)
*备注:

点击查看摘要

[LG-20] IMTS-Mixer: Mixer-Networks for Irregular Multivariate Time Series Forecasting

链接: https://arxiv.org/abs/2502.11816
作者: Christian Klötergens,Tim Dernedde,Lars Schmidt-Thieme
类目: Machine Learning (cs.LG)
*备注:

点击查看摘要

[LG-21] Interpretable Machine Learning for Kronecker Coefficients

链接: https://arxiv.org/abs/2502.11774
作者: Giorgi Butbaia,Kyu-Hwan Lee,Fabian Ruehle
类目: Machine Learning (cs.LG); Combinatorics (math.CO); Representation Theory (math.RT); Machine Learning (stat.ML)
*备注:

点击查看摘要

[LG-22] Robust Partial-Label Learning by Leverag ing Class Activation Values

链接: https://arxiv.org/abs/2502.11743
作者: Tobias Fuchs,Florian Kalinke
类目: Machine Learning (cs.LG); Machine Learning (stat.ML)
*备注:

点击查看摘要

[LG-23] Double Momentum and Error Feedback for Clipping with Fast Rates and Differential Privacy

链接: https://arxiv.org/abs/2502.11682
作者: Rustem Islamov,Samuel Horvath,Aurelien Lucchi,Peter Richtarik,Eduard Gorbunov
类目: Machine Learning (cs.LG); Optimization and Control (math.OC); Machine Learning (stat.ML)
*备注:

点击查看摘要

[LG-24] Spectral structure learning for clinical time series

链接: https://arxiv.org/abs/2502.11680
作者: Ivan Lerner,Anita Burgun,Francis Bach
类目: Machine Learning (cs.LG)
*备注:

点击查看摘要

[LG-25] Best of Both Worlds: Regret Minimization versus Minimax Play

链接: https://arxiv.org/abs/2502.11673
作者: Adrian Müller,Jon Schneider,Stratis Skoulakis,Luca Viano,Volkan Cevher
类目: Machine Learning (cs.LG); Machine Learning (stat.ML)
*备注:

点击查看摘要

[LG-26] Exact Upper and Lower Bounds for the Output Distribution of Neural Networks with Random Inputs

链接: https://arxiv.org/abs/2502.11672
作者: Andrey Kofnov,Daniel Kapla,Ezio Bartocci,Efstathia Bura
类目: Machine Learning (cs.LG); Methodology (stat.ME); Machine Learning (stat.ML)
*备注: 16 pages

点击查看摘要

[LG-27] Hyperspherical Energy Transformer with Recurrent Depth

链接: https://arxiv.org/abs/2502.11646
作者: Yunzhe Hu,Difan Zou,Dong Xu
类目: Machine Learning (cs.LG)
*备注: 20 pages, 13 figures, 12 tables

点击查看摘要

[LG-28] Exploiting Task Relationships for Continual Learning Using Transferability-Aware Task Embeddings

链接: https://arxiv.org/abs/2502.11609
作者: Yanru Wu,Xiangyu Chen,Jianning Wang,Enming Zhang,Hanbing Liu,Yang Li
类目: Machine Learning (cs.LG)
*备注:

点击查看摘要

[LG-29] GraphThought: Graph Combinatorial Optimization with Thought Generation

链接: https://arxiv.org/abs/2502.11607
作者: Zixiao Huang,Lifeng Guo,Junjie Sheng,Haosheng Chen,Wenhao Li,Bo Jin,Changhong Lu,Xiangfeng Wang
类目: Machine Learning (cs.LG)
*备注: 41 pages, 5 figures, 13 tables

点击查看摘要

[LG-30] An Actor-Critic Algorithm with Function Approximation for Risk Sensitive Cost Markov Decision Processes

链接: https://arxiv.org/abs/2502.11604
作者: Soumyajit Guin,Vivek S. Borkar,Shalabh Bhatnagar
类目: Machine Learning (cs.LG); Machine Learning (stat.ML)
*备注:

点击查看摘要

[LG-31] Continuous Diffusion Model for Language Modeling

链接: https://arxiv.org/abs/2502.11564
作者: Jaehyeong Jo,Sung Ju Hwang
类目: Machine Learning (cs.LG)
*备注:

点击查看摘要

[LG-32] Learning Surrogate Potential Mean Field Games via Gaussian Processes: A Data-Driven Approach to Ill-Posed Inverse Problems

链接: https://arxiv.org/abs/2502.11506
作者: Jingguo Zhang,Xianjin Yang,Chenchen Mou,Chao Zhou
类目: Machine Learning (cs.LG); Optimization and Control (math.OC); Machine Learning (stat.ML)
*备注: 36 pages

点击查看摘要

[LG-33] A GNN-based Spectral Filtering Mechanism for Imbalance Classification in Network Digital Twin

链接: https://arxiv.org/abs/2502.11505
作者: Abubakar Isah,Ibrahim Aliyu,Sulaiman Muhammad Rashid,Jaehyung Park,Minsoo Hahn,Jinsul Kim
类目: Machine Learning (cs.LG); Networking and Internet Architecture (cs.NI)
*备注: arXiv admin note: substantial text overlap with arXiv:2406.06595

点击查看摘要

[LG-34] GPU-accelerated Multi-relational Parallel Graph Retrieval for Web-scale Recommendations

链接: https://arxiv.org/abs/2502.11490
作者: Zhuoning Guo,Guangxing Chen,Qian Gao,Xiaochao Liao,Jianjia Zheng,Lu Shen,Hao Liu
类目: Machine Learning (cs.LG); Distributed, Parallel, and Cluster Computing (cs.DC); Information Retrieval (cs.IR)
*备注:

点击查看摘要

[LG-35] Dictionary-Learning-Based Data Pruning for System Identification

链接: https://arxiv.org/abs/2502.11484
作者: Tingna Wang(1 and 3),Sikai Zhang(2),Limin Sun(1, 3 and 4) ((1) Department of Bridge Engineering, Tongji University, Shanghai, China, (2) Baosight Software (3) Shanghai Qi Zhi Institute, Shanghai, China, (4) State Key Laboratory of Disaster Reduction in Civil Engineering, Tongji University, Shanghai, China)
类目: Machine Learning (cs.LG); Systems and Control (eess.SY)
*备注:

点击查看摘要

[LG-36] No-regret incentive-compatible online learning under exact truthfulness with non-myopic experts

链接: https://arxiv.org/abs/2502.11483
作者: Junpei Komiyama,Nishant A. Mehta,Ali Mortazavi
类目: Machine Learning (cs.LG); Computer Science and Game Theory (cs.GT); Machine Learning (stat.ML)
*备注: 44 pages

点击查看摘要

[LG-37] Enhancing Offline Model-Based RL via Active Model Selection: A Bayesian Optimization Perspective

链接: https://arxiv.org/abs/2502.11480
作者: Yu-Wei Yang,Yun-Ming Chan,Wei Hung,Xi Liu,Ping-Chun Hsieh
类目: Machine Learning (cs.LG); Machine Learning (stat.ML)
*备注: 18 pages, 6 figures

点击查看摘要

[LG-38] APS: Throat and Acoustic Paired Speech Dataset for Deep Learning-Based Speech Enhancement

链接: https://arxiv.org/abs/2502.11478
作者: Yunsik Kim,Yonghun Song,Yoonyoung Chung
类目: ound (cs.SD); Machine Learning (cs.LG); Audio and Speech Processing (eess.AS)
*备注:

点击查看摘要

[LG-39] Approximation of Permutation Invariant Polynomials by Transformers: Efficient Construction in Column-Size

链接: https://arxiv.org/abs/2502.11467
作者: Naoki Takeshita,Masaaki Imaizumi
类目: Machine Learning (cs.LG); Functional Analysis (math.FA)
*备注: 29 pages

点击查看摘要

[LG-40] ADO: Automatic Data Optimization for Inputs in LLM Prompts

链接: https://arxiv.org/abs/2502.11436
作者: Sam Lin,Wenyue Hua,Lingyao Li,Zhenting Wang,Yongfeng Zhang
类目: Machine Learning (cs.LG)
*备注:

点击查看摘要

[LG-41] Whats in a Query: Polarity-Aware Distribution-Based Fair Ranking WWW2025

链接: https://arxiv.org/abs/2502.11429
作者: Aparna Balagopalan,Kai Wang,Olawale Salaudeen,Asia Biega,Marzyeh Ghassemi
类目: Machine Learning (cs.LG); Computers and Society (cs.CY)
*备注: Published in WWW 2025

点击查看摘要

[LG-42] raining-Free Guidance Beyond Differentiability: Scalable Path Steering with Tree Search in Diffusion and Flow Models

链接: https://arxiv.org/abs/2502.11420
作者: Yingqing Guo,Yukang Yang,Hui Yuan,Mengdi Wang
类目: Machine Learning (cs.LG)
*备注:

点击查看摘要

[LG-43] DiSCo: Device-Server Collaborative LLM -Based Text Streaming Services

链接: https://arxiv.org/abs/2502.11417
作者: Ting Sun,Penghan Wang,Fan Lai
类目: Machine Learning (cs.LG); Distributed, Parallel, and Cluster Computing (cs.DC)
*备注: 17 pages, 14 figures

点击查看摘要

[LG-44] Statistical Query Hardness of Multiclass Linear Classification with Random Classification Noise

链接: https://arxiv.org/abs/2502.11413
作者: Ilias Diakonikolas,Mingchen Ma,Lisheng Ren,Christos Tzamos
类目: Machine Learning (cs.LG); Machine Learning (stat.ML)
*备注:

点击查看摘要

[LG-45] Detecting and Filtering Unsafe Training Data via Data Attribution

链接: https://arxiv.org/abs/2502.11411
作者: Yijun Pan,Taiwei Shi,Jieyu Zhao,Jiaqi W. Ma
类目: Machine Learning (cs.LG)
*备注: 13 pages

点击查看摘要

[LG-46] Structure based SAT dataset for analysing GNN generalisation AISTATS

链接: https://arxiv.org/abs/2502.11410
作者: Yi Fu,Anthony Tompkins,Yang Song,Maurice Pagnucco
类目: Machine Learning (cs.LG)
*备注: to be published in 28th International Conference on Artificial Intelligence and Statistics (AISTATS) 2025

点击查看摘要

[LG-47] Oversmoothing as Loss of Sign: Towards Structural Balance in Graph Neural Networks

链接: https://arxiv.org/abs/2502.11394
作者: Jiaqi Wang,Xinyi Wu,James Cheng,Yifei Wang
类目: Machine Learning (cs.LG)
*备注:

点击查看摘要

[LG-48] Intelligent Mobile AI-Generated Content Services via Interactive Prompt Engineering and Dynamic Service Provisioning

链接: https://arxiv.org/abs/2502.11386
作者: Yinqiu Liu,Ruichen Zhang,Jiacheng Wang,Dusit Niyato,Xianbin Wang,Dong In Kim,Hongyang Du
类目: Networking and Internet Architecture (cs.NI); Machine Learning (cs.LG)
*备注:

点击查看摘要

[LG-49] PrivilegedDreamer: Explicit Imagination of Privileged Information for Rapid Adaptation of Learned Policies ICRA2025 ICRA25

链接: https://arxiv.org/abs/2502.11377
作者: Morgan Byrd,Jackson Crandell,Mili Das,Jessica Inman,Robert Wright,Sehoon Ha
类目: Robotics (cs.RO); Machine Learning (cs.LG)
*备注: Accepted to ICRA 2025. Website: this https URL

点击查看摘要

[LG-50] Robot Deformable Object Manipulation via NMPC-generated Demonstrations in Deep Reinforcement Learning

链接: https://arxiv.org/abs/2502.11375
作者: Haoyuan Wang,Zihao Dong,Hongliang Lei,Zejia Zhang,Weizhuang Shi,Wei Luo,Weiwei Wan,Jian Huang
类目: Robotics (cs.RO); Machine Learning (cs.LG)
*备注:

点击查看摘要

[LG-51] portation With Null Space Gradient Projection for Optimization Acceleration

链接: https://arxiv.org/abs/2502.11362
作者: Zihao Wu,Juncheng Dong,Ahmed Aloui,Vahid Tarokh
类目: Machine Learning (cs.LG)
*备注:

点击查看摘要

[LG-52] A Framework for Learning Scoring Rules in Autonomous Driving Planning Systems

链接: https://arxiv.org/abs/2502.11352
作者: Zikang Xiong,Joe Kurian Eappen,Suresh Jagannathan
类目: Robotics (cs.RO); Machine Learning (cs.LG)
*备注: Accepted for publication in IEEE Robotics and Automation Letters (RA-L)

点击查看摘要

[LG-53] Biases in Edge Language Models: Detection Analysis and Mitigation

链接: https://arxiv.org/abs/2502.11349
作者: Vinamra Sharma,Danilo Pietro Pau,José Cano
类目: Machine Learning (cs.LG); Performance (cs.PF); Machine Learning (stat.ML)
*备注: Accepted as a full paper by the 2025 EDGE AI FOUNDATION Austin

点击查看摘要

[LG-54] S2TX: Cross-Attention Multi-Scale State-Space Transformer for Time Series Forecasting

链接: https://arxiv.org/abs/2502.11340
作者: Zihao Wu,Juncheng Dong,Haoming Yang,Vahid Tarokh
类目: Machine Learning (cs.LG)
*备注:

点击查看摘要

[LG-55] Non-Uniform Memory Sampling in Experience Replay

链接: https://arxiv.org/abs/2502.11305
作者: Andrii Krutsylo
类目: Machine Learning (cs.LG)
*备注:

点击查看摘要

[LG-56] Balancing the Budget: Understanding Trade-offs Between Supervised and Preference-Based Finetuning

链接: https://arxiv.org/abs/2502.11284
作者: Mohit Raghavendra,Junmo Kang,Alan Ritter
类目: Machine Learning (cs.LG)
*备注:

点击查看摘要

[LG-57] Neural Operators for Stochastic Modeling of Nonlinear Structural System Response to Natural Hazards

链接: https://arxiv.org/abs/2502.11279
作者: Somdatta Goswami,Dimitris G. Giovanis,Bowei Li,Seymour M.J. Spence,Michael D. Shields
类目: Machine Learning (cs.LG)
*备注:

点击查看摘要

[LG-58] Scalable Multi-Agent Offline Reinforcement Learning and the Role of Information

链接: https://arxiv.org/abs/2502.11260
作者: Riccardo Zamboni,Enrico Brunetti,Marcello Restelli
类目: Machine Learning (cs.LG)
*备注:

点击查看摘要

[LG-59] Span-Agnostic Optimal Sample Complexity and Oracle Inequalities for Averag e-Reward RL

链接: https://arxiv.org/abs/2502.11238
作者: Matthew Zurek,Yudong Chen
类目: Machine Learning (cs.LG); Information Theory (cs.IT); Optimization and Control (math.OC); Machine Learning (stat.ML)
*备注:

点击查看摘要

[LG-60] Deep Contrastive Learning for Feature Alignment: Insights from Housing-Household Relationship Inference

链接: https://arxiv.org/abs/2502.11205
作者: Xiao Qian,Shangjia Dong,Rachel Davidson
类目: Machine Learning (cs.LG); Computers and Society (cs.CY)
*备注:

点击查看摘要

[LG-61] Logarithmic Width Suffices for Robust Memorization

链接: https://arxiv.org/abs/2502.11162
作者: Amitsour Egosi,Gilad Yehudai,Ohad Shamir
类目: Machine Learning (cs.LG); Machine Learning (stat.ML)
*备注:

点击查看摘要

[LG-62] Machine Learning-Based Intrusion Detection and Prevention System for IIoT Smart Metering Networks: Challenges and Solutions

链接: https://arxiv.org/abs/2502.11138
作者: Sahar Lazim,Qutaiba I. Ali
类目: Machine Learning (cs.LG)
*备注:

点击查看摘要

[LG-63] MasRouter: Learning to Route LLM s for Multi-Agent Systems

链接: https://arxiv.org/abs/2502.11133
作者: Yanwei Yue,Guibin Zhang,Boyang Liu,Guancheng Wan,Kun Wang,Dawei Cheng,Yiyan Qi
类目: Machine Learning (cs.LG); Multiagent Systems (cs.MA)
*备注:

点击查看摘要

[LG-64] G-Safeguard: A Topology-Guided Security Lens and Treatment on LLM -based Multi-agent Systems

链接: https://arxiv.org/abs/2502.11127
作者: Shilong Wang,Guibin Zhang,Miao Yu,Guancheng Wan,Fanci Meng,Chongye Guo,Kun Wang,Yang Wang
类目: Cryptography and Security (cs.CR); Machine Learning (cs.LG); Multiagent Systems (cs.MA)
*备注:

点击查看摘要

[LG-65] Generalization of the Gibbs algorithm with high probability at low temperatures

链接: https://arxiv.org/abs/2502.11071
作者: Andreas Maurer
类目: Machine Learning (cs.LG); Machine Learning (stat.ML)
*备注:

点击查看摘要

[LG-66] A Survey on Active Feature Acquisition Strategies

链接: https://arxiv.org/abs/2502.11067
作者: Arman Rahbar,Linus Aronsson,Morteza Haghir Chehreghani
类目: Machine Learning (cs.LG)
*备注:

点击查看摘要

[LG-67] AdaGC: Improving Training Stability for Large Language Model Pretraining

链接: https://arxiv.org/abs/2502.11034
作者: Guoxia Wang,Shuai Li,Congliang Chen,Jinle Zeng,Jiabin Yang,Tao Sun,Yanjun Ma,Dianhai Yu,Li Shen
类目: Machine Learning (cs.LG)
*备注:

点击查看摘要

[LG-68] Convergence of Policy Mirror Descent Beyond Compatible Function Approximation

链接: https://arxiv.org/abs/2502.11033
作者: Uri Sherman,Tomer Koren,Yishay Mansour
类目: Machine Learning (cs.LG); Optimization and Control (math.OC); Machine Learning (stat.ML)
*备注:

点击查看摘要

[LG-69] A Critical Review of Predominant Bias in Neural Networks

链接: https://arxiv.org/abs/2502.11031
作者: Jiazhi Li,Mahyar Khayatkhoei,Jiageng Zhu,Hanchen Xie,Mohamed E. Hussein,Wael AbdAlmageed
类目: Machine Learning (cs.LG)
*备注: 31 pages, 8 figures, 13 tables

点击查看摘要

[LG-70] Diversified Sampling Improves Scaling LLM inference

链接: https://arxiv.org/abs/2502.11027
作者: Tianchun Wang,Zichuan Liu,Yuanzhou Chen,Jonathan Light,Haifeng Chen,Xiang Zhang,Wei Cheng
类目: Machine Learning (cs.LG)
*备注: 19 pages

点击查看摘要

[LG-71] Local-Cloud Inference Offloading for LLM s in Multi-Modal Multi-Task Multi-Dialogue Settings

链接: https://arxiv.org/abs/2502.11007
作者: Liangqi Yuan,Dong-Jun Han,Shiqiang Wang,Christopher G. Brinton
类目: Machine Learning (cs.LG); Distributed, Parallel, and Cluster Computing (cs.DC)
*备注:

点击查看摘要

[LG-72] New Rates in Stochastic Decision-Theoretic Online Learning under Differential Privacy

链接: https://arxiv.org/abs/2502.10997
作者: Ruihan Wu,Yu-Xiang Wang
类目: Machine Learning (cs.LG); Cryptography and Security (cs.CR); Data Structures and Algorithms (cs.DS)
*备注:

点击查看摘要

[LG-73] SSVEP-BiMA: Bifocal Masking Attention Leverag ing Native and Symmetric-Antisymmetric Components for Robust SSVEP Decoding

链接: https://arxiv.org/abs/2502.10994
作者: Yuxin Liu,Zhenxi Song,Guoyang Xu,Zirui Wang,Feng Wan,Yong Hu,Min Zhang,Zhiguo Zhang
类目: Machine Learning (cs.LG)
*备注:

点击查看摘要

[LG-74] Learning the Exact Time Integration Algorithm for Initial Value Problems by Randomized Neural Networks

链接: https://arxiv.org/abs/2502.10949
作者: Suchuan Dong,Naxian Ni
类目: Numerical Analysis (math.NA); Machine Learning (cs.LG); Computational Physics (physics.comp-ph)
*备注: 40 pages, 28 figures, 8 tables

点击查看摘要

[LG-75] he Relationship between No-Regret Learning and Online Conformal Prediction

链接: https://arxiv.org/abs/2502.10947
作者: Ramya Ramalingam,Shayan Kiyani,Aaron Roth
类目: Machine Learning (cs.LG); Computer Science and Game Theory (cs.GT); Machine Learning (stat.ML)
*备注:

点击查看摘要

[LG-76] Reduced Order Modeling with Shallow Recurrent Decoder Networks

链接: https://arxiv.org/abs/2502.10930
作者: Matteo Tomasetto,Jan P. Williams,Francesco Braghin,Andrea Manzoni,J. Nathan Kutz
类目: Machine Learning (cs.LG); Dynamical Systems (math.DS)
*备注:

点击查看摘要

[LG-77] he underlying structures of self-attention: symmetry directionality and emergent dynamics in Transformer training

链接: https://arxiv.org/abs/2502.10927
作者: Matteo Saponati,Pascal Sager,Pau Vilimelis Aceituno,Thilo Stadelmann,Benjamin Grewe
类目: Machine Learning (cs.LG)
*备注:

点击查看摘要

[LG-78] LLM -driven Knowledge Distillation for Dynamic Text-Attributed Graphs AAAI2025

链接: https://arxiv.org/abs/2502.10914
作者: Amit Roy,Ning Yan,Masood Mortazavi
类目: Machine Learning (cs.LG)
*备注: Accepted at the AI4TS: AI for Time Series Analysis workshop, AAAI 2025

点击查看摘要

[LG-79] o Bin or not to Bin: Alternative Representations of Mass Spectra ICLR2025

链接: https://arxiv.org/abs/2502.10851
作者: Niek de Jonge,Justin J. J. van der Hooft,Daniel Probst
类目: Machine Learning (cs.LG); Chemical Physics (physics.chem-ph); Quantitative Methods (q-bio.QM)
*备注: This manuscript has been submitted to the tiny paper track at the LMRL workshop at ICLR 2025

点击查看摘要

[LG-80] Implicit Neural Representations of Molecular Vector-Valued Functions ICLR

链接: https://arxiv.org/abs/2502.10848
作者: Jirka Lhotka,Daniel Probst
类目: Machine Learning (cs.LG); Quantitative Methods (q-bio.QM)
*备注: This is a tiny paper track submission to the LRML workshop at ICLR

点击查看摘要

[LG-81] LEAPS: A discrete neural sampler via locally equivariant networks

链接: https://arxiv.org/abs/2502.10843
作者: Peter Holderrieth,Michael S. Albergo,Tommi Jaakkola
类目: Machine Learning (cs.LG); Computation (stat.CO); Machine Learning (stat.ML)
*备注:

点击查看摘要

[LG-82] Improved Offline Contextual Bandits with Second-Order Bounds: Betting and Freezing

链接: https://arxiv.org/abs/2502.10826
作者: J. Jon Ryu,Jeongyeol Kwon,Benjamin Koppe,Kwang-Sung Jun
类目: Machine Learning (cs.LG); Information Theory (cs.IT); Machine Learning (stat.ML)
*备注: 36 pages, 8 figures

点击查看摘要

[LG-83] ackling the Zero-Shot Reinforcement Learning Loss Directly

链接: https://arxiv.org/abs/2502.10792
作者: Yann Ollivier
类目: Machine Learning (cs.LG)
*备注:

点击查看摘要

[LG-84] Which Features are Best for Successor Features?

链接: https://arxiv.org/abs/2502.10790
作者: Yann Ollivier
类目: Machine Learning (cs.LG); Optimization and Control (math.OC); Machine Learning (stat.ML)
*备注:

点击查看摘要

[LG-85] ReReLRP - Remembering and Recognizing Tasks with LRP UAI2025

链接: https://arxiv.org/abs/2502.10789
作者: Karolina Bogacka,Maximilian Höfler,Maria Ganzha,Wojciech Samek,Katarzyna Wasielewska-Michniewska
类目: Machine Learning (cs.LG)
*备注: 16 pages, 14 figures, submitted to the Conference on Uncertainty in Artificial Intelligence (uai2025)

点击查看摘要

[LG-86] Epidemic-guided deep learning for spatiotemporal forecasting of Tuberculosis outbreak

链接: https://arxiv.org/abs/2502.10786
作者: Madhab Barman,Madhurima Panja,Nachiketa Mishra,Tanujit Chakraborty
类目: Machine Learning (cs.LG); Quantitative Methods (q-bio.QM); Machine Learning (stat.ML)
*备注:

点击查看摘要

[LG-87] Preconditioned Inexact Stochastic ADMM for Deep Model

链接: https://arxiv.org/abs/2502.10784
作者: Shenglong Zhou,Ouya Wang,Ziyan Luo,Yongxu Zhu,Geoffrey Ye Li
类目: Machine Learning (cs.LG)
*备注:

点击查看摘要

信息检索

[IR-0] Joint Evaluation of Fairness and Relevance in Recommender Systems with Pareto Frontier WWW2025

链接: https://arxiv.org/abs/2502.11921
作者: Theresia Veronika Rampisela,Tuukka Ruotsalo,Maria Maistro,Christina Lioma
类目: Information Retrieval (cs.IR)
*备注: Accepted to TheWebConf/WWW 2025 (Oral)

点击查看摘要

[IR-1] FairDiverse: A Comprehensive Toolkit for Fair and Diverse Information Retrieval Algorithms

链接: https://arxiv.org/abs/2502.11883
作者: Chen Xu,Zhirui Deng,Clara Rus,Xiaopeng Ye,Yuanna Liu,Jun Xu,Zhicheng Dou,Ji-Rong Wen,Maarten de Rijke
类目: Information Retrieval (cs.IR)
*备注:

点击查看摘要

[IR-2] Multi-Modal Retrieval Augmentation for Open-Ended and Knowledge-Intensive Video Question Answering

链接: https://arxiv.org/abs/2502.11747
作者: Md Zarif Ul Alam,Hamed Zamani
类目: Information Retrieval (cs.IR)
*备注:

点击查看摘要

[IR-3] Enhancing Recommendation Explanations through User-Centric Refinement

链接: https://arxiv.org/abs/2502.11721
作者: Jingsen Zhang,Zihang Tian,Xueyang Feng,Xu Chen
类目: Information Retrieval (cs.IR)
*备注:

点击查看摘要

[IR-4] Accuracy Assessment of OpenAlex and Clarivate Scholar ID with an LLM -Assisted Benchmark

链接: https://arxiv.org/abs/2502.11610
作者: Renyu Zhao,Yunxin Chen
类目: Information Retrieval (cs.IR)
*备注:

点击查看摘要

[IR-5] Unbiased Learning to Rank with Query-Level Click Propensity Estimation: Beyond Pointwise Observation and Relevance WWW

链接: https://arxiv.org/abs/2502.11414
作者: Lulu Yu,Keping Bi,Jiafeng Guo,Shihao Liu,Dawei Yin
类目: Information Retrieval (cs.IR)
*备注: 5 pages, 3 figures, accepted by The ACM Web Conference (WWW) 2025 Short Paper Track

点击查看摘要

[IR-6] Leave No One Behind: Enhancing Diversity While Maintaining Accuracy in Social Recommendation DASFAA2025

链接: https://arxiv.org/abs/2502.11374
作者: Lei Li,Xiao Zhou
类目: Information Retrieval (cs.IR)
*备注: Accepted by DASFAA2025

点击查看摘要

[IR-7] RAG vs. GraphRAG : A Systematic Evaluation and Key Insights

链接: https://arxiv.org/abs/2502.11371
作者: Haoyu Han,Harry Shomer,Yu Wang,Yongjia Lei,Kai Guo,Zhigang Hua,Bo Long,Hui Liu,Jiliang Tang
类目: Information Retrieval (cs.IR)
*备注:

点击查看摘要

[IR-8] Personalized Ranking on Cascading Behavior Graphs for Accurate Multi-Behavior Recommendation

链接: https://arxiv.org/abs/2502.11335
作者: Geonwoo Ko,Minseo Jeon,Jinhong Jung
类目: Information Retrieval (cs.IR)
*备注: 26 pages

点击查看摘要

[IR-9] CSP: A Simulator For Multi-Agent Ranking Competitions

链接: https://arxiv.org/abs/2502.11197
作者: Tommy Mordo,Tomer Kordonsky,Haya Nachimovsky,Moshe Tennenholtz,Oren Kurland
类目: Information Retrieval (cs.IR); Computer Science and Game Theory (cs.GT)
*备注:

点击查看摘要

[IR-10] Order-agnostic Identifier for Large Language Model-based Generative Recommendation

链接: https://arxiv.org/abs/2502.10833
作者: Xinyu Lin,Haihan Shi,Wenjie Wang,Fuli Feng,Qifan Wang,See-Kiong Ng,Tat-Seng Chua
类目: Information Retrieval (cs.IR)
*备注:

点击查看摘要

附件下载

点击下载今日全部论文列表