语言大模型 / LLM

BOOST: Bootstrapping Strategy-Driven Reasoning Programs for Program-Guided Fact-Checking

Qisheng Hu, Quanyu Long, Wenya Wang

专题命中 推理与问题求解 ：large language model(abstract)；language model(abstract)；分类 cs.AI

Comments Work in Progress

Can Atomic Step Decomposition Enhance the Self-structured Reasoning of Multimodal Large Models?

Kun Xiang, Zhili Liu, Zihao Jiang, Yunshuang Nie, Kaixin Cai, Yiyang Yin, Runhui Huang, Haoxiang Fan, Hanhui Li, Weiran Huang, Yihan Zeng, Yu-Jie Yuan, Jianhua Han, Lanqing Hong, Hang Xu, Xiaodan Liang

机构 * Sun Yat-sen University（中山大学） ； Hong Kong University of Science and Technology（香港科学与技术大学） ； Shanghai Jiaotong University（上海交通大学） ； University of Hong Kong（香港大学） ； Huawei Noah’s Ark Lab（华为诺亚实验室） 纠错

专题命中 推理与问题求解 ：large language model(abstract)；language model(abstract)；分类 cs.AI

Comments arXiv admin note: substantial text overlap with arXiv:2411.11930

MV-MATH: Evaluating Multimodal Math Reasoning in Multi-Visual Contexts

Peijie Wang, Zhong-Zhi Li, Fei Yin, Xin Yang, Dekang Ran, Cheng-Lin Liu

机构 * MAIS, Institute of Automation of Chinese Academy of Sciences（自动化研究所） 纠错

专题命中 推理与问题求解 ：large language model(abstract)；language model(abstract)；分类 cs.AI

Comments 45 pages, accepted by CVPR2025

Linguistic Generalizability of Test-Time Scaling in Mathematical Reasoning

Guijin Son, Jiwoo Hong, Hyunwoo Ko, James Thorne

机构 * Yonsei University（延世大学） ； OneLineAI ； KAIST AI（韩国科学技术院人工智能实验室） 纠错

专题命中 推理与问题求解 ：LLM(abstract)；分类 cs.CL

Comments ACL 2025 (ORAL)

Should ChatGPT Write Your Breakup Text? Exploring the Role of AI in Relationship Dissolution

Yue Fu, Yixin Chen, Zelia Gomes Da Costa Lai, Alexis Hiniker

专题命中 推理与问题求解 ：prompting(abstract)；分类 cs.AI

Analyze-Prompt-Reason: A Collaborative Agent-Based Framework for Multi-Image Vision-Language Reasoning

Angelos Vlachos, Giorgos Filandrianos, Maria Lymperaiou, Nikolaos Spanos, Ilias Mitsouras, Vasileios Karampinis, Athanasios Voulodimos

机构 * Artificial Intelligence and Learning Systems Laboratory, National Technical University of Athens（人工智能与学习系统实验室，国家技术大学） 纠错

专题命中 推理与问题求解 ：language model(abstract)

MELAC: Massive Evaluation of Large Language Models with Alignment of Culture in Persian Language

Farhan Farsi, Farnaz Aghababaloo, Shahriar Shariati Motlagh, Parsa Ghofrani, MohammadAli SadraeiJavaheri, Shayan Bali, Amirhossein Shabani, Farbod Bijary, Ghazal Zamaninejad, AmirMohammad Salehoof, Saeedeh Momtazi

机构 * Amirkabir University of Technology（阿姆irkabir技术大学） ； Part AI Research Center（Part人工智能研究中心） ； University of Mazandaran（马赞德兰大学） ； King’s College London（伦敦国王学院） 纠错

专题命中 评测与基准 ：large language model(title,abstract)；language model(title,abstract)；LLM(abstract)；分类 cs.CL

Comments Preprint. Under review

Evaluating the Efficacy of Large Language Models for Generating Fine-Grained Visual Privacy Policies in Homes

Shuning Zhang, Ying Ma, Xin Yi, Hewu Li

专题命中 评测与基准 ：large language model(title,abstract)；language model(title,abstract)；LLM(abstract)

Do They Understand Them? An Updated Evaluation on Nonbinary Pronoun Handling in Large Language Models

Xushuo Tang, Yi Ding, Zhengyi Yang, Yin Chen, Yongrui Gu, Wenke Yang, Mingchen Ju, Xin Cao, Yongfei Liu, Wenjie Zhang

机构 * The University of New South Wales（新南威尔士大学） ； University of Technology Sydney（技术大学悉尼分校） ； Euler AI 纠错

专题命中 评测与基准 ：large language model(title,abstract)；language model(title,abstract)；分类 cs.CL、cs.AI

MIHBench: Benchmarking and Mitigating Multi-Image Hallucinations in Multimodal Large Language Models

Jiale Li, Mingrui Wu, Zixiang Jin, Hao Chen, Jiayi Ji, Xiaoshuai Sun, Liujuan Cao, Rongrong Ji

机构 * Xiamen University（厦门大学） ； Zhongguancun Academy（中关村学院） 纠错

专题命中 评测与基准 ：large language model(title,abstract)；language model(title,abstract)

Comments ACM MM25 has accepted this paper

AILS-NTUA at SemEval-2025 Task 8: Language-to-Code prompting and Error Fixing for Tabular Question Answering

Andreas Evangelatos, Giorgos Filandrianos, Maria Lymperaiou, Athanasios Voulodimos, Giorgos Stamou

机构 * National Technical University of Athens（希腊国家技术大学） 纠错

专题命中 评测与基准 ：prompting(title,abstract)；LLM(abstract)；large language model(abstract)；language model(abstract)

Journal ref The 19th International Workshop on Semantic Evaluation (SemEval 2025)

Policy Maps: Tools for Guiding the Unbounded Space of LLM Behaviors

Michelle S. Lam, Fred Hohman, Dominik Moritz, Jeffrey P. Bigham, Kenneth Holstein, Mary Beth Kery

机构 * Stanford University（斯坦福大学） ； Apple（苹果公司） ； Carnegie Mellon University（卡内基梅隆大学） 纠错

专题命中 评测与基准 ：LLM(title,abstract)；large language model(abstract)；language model(abstract)；分类 cs.CL、cs.AI、cs.LG

Comments UIST 2025

Automated Type Annotation in Python Using Large Language Models

Varun Bharti, Shashwat Jha, Dhruv Kumar, Pankaj Jalote

机构 * IIIT Delhi（印度德里理工学院） ； BITS Pilani（比尔兹-帕利尼理工学院） 纠错

专题命中 评测与基准 ：large language model(title)；language model(title)；LLM(abstract)；分类 cs.LG

Comments Under Review

Is LLM-Generated Code More Maintainable \& Reliable than Human-Written Code?

Alfred Santa Molison, Marcia Moraes, Glaucia Melo, Fabio Santos, Wesley K. G. Assuncao

专题命中 评测与基准 ：LLM(title,abstract)；large language model(abstract)；language model(abstract)

Comments Accepted ESEM2025

From LLMs to MLLMs to Agents: A Survey of Emerging Paradigms in Jailbreak Attacks and Defenses within LLM Ecosystem

Yanxu Mao, Tiehan Cui, Peipei Liu, Datao You, Hongsong Zhu

专题命中 评测与基准 ：LLM(title,abstract)；large language model(abstract)；language model(abstract)

Towards a Unified Copernicus Foundation Model for Earth Vision

Yi Wang, Zhitong Xiong, Chenying Liu, Adam J. Stewart, Thomas Dujardin, Nikolaos Ioannis Bountos, Angelos Zavras, Franziska Gerken, Ioannis Papoutsis, Laura Leal-Taixé, Xiao Xiang Zhu

机构 * Technical University of Munich（慕尼黑技术大学） ； Munich Center for Machine Learning（慕尼黑机器学习中心） ； National Technical University of Athens & National Observatory of Athens（雅典国家技术大学及雅典国家天文台） ； Harokopio University of Athens（雅典哈罗科波斯大学） ； NVIDIA（NVIDIA公司） 纠错

专题命中 评测与基准 ：foundation model(title,abstract)；pretraining(abstract)

Comments Accepted to ICCV 2025. 33 pages, 34 figures

$MV_{Hybrid}$: Improving Spatial Transcriptomics Prediction with Hybrid State Space-Vision Transformer Backbone in Pathology Vision Foundation Models

Won June Cho, Hongjun Yoon, Daeky Jeong, Hyeongyeol Lim, Yosep Chong

机构 * AI Research Team（人工智能研究团队） ； AI Research Lab, Deepnoid Seoul（Deepnoid首尔人工智能研究实验室） ； Department of Hospital Pathology, College of Medicine, The Catholic University of Korea（韩国天主大学医学院医院病理科） 纠错

专题命中 评测与基准 ：foundation model(title,abstract)；分类 cs.AI、cs.LG

Comments Accepted (Oral) in MICCAI 2025 COMPAYL Workshop

LeakSealer: A Semisupervised Defense for LLMs Against Prompt Injection and Leakage Attacks

Francesco Panebianco, Stefano Bonfanti, Francesco Trovò, Michele Carminati

机构 * Politecnico di Milano（米兰理工学院） 纠错

专题命中 评测与基准 ：LLM(abstract)；large language model(abstract)；language model(abstract)；分类 cs.AI、cs.LG

Comments 22 pages, preprint

Benchmarking LLMs for Unit Test Generation from Real-World Functions

Dong Huang, Jie M. Zhang, Mark Harman, Qianru Zhang, Mingzhe Du, See-Kiong Ng

机构 * National University of Singapore（新加坡国立大学） ； King's College London（伦敦国王学院） ； University College London（伦敦大学学院） ； The University of Cambridge（剑桥大学） 纠错

专题命中 评测与基准 ：LLM(abstract)；large language model(abstract)；language model(abstract)；分类 cs.CL

Comments Under Review

How Far Are AI Scientists from Changing the World?

Qiujie Xie, Yixuan Weng, Minjun Zhu, Fuchen Shen, Shulin Huang, Zhen Lin, Jiahui Zhou, Zilan Mao, Zijie Yang, Linyi Yang, Jian Wu, Yue Zhang

专题命中 评测与基准 ：LLM(abstract)；large language model(abstract)；language model(abstract)；分类 cs.AI

Dynamic Knowledge Exchange and Dual-diversity Review: Concisely Unleashing the Potential of a Multi-Agent Research Team

Weilun Yu, Shixiang Tang, Yonggui Huang, Nanqing Dong, Li Fan, Honggang Qi, Wei Liu, Xiaoli Diao, Xi Chen, Wanli Ouyang

专题命中 评测与基准 ：LLM(abstract)；large language model(abstract)；language model(abstract)；分类 cs.AI

Tabular Data Understanding with LLMs: A Survey of Recent Advances and Challenges

Xiaofeng Wu, Alan Ritter, Wei Xu

机构 * College of Computing, Georgia Institute of Technology（计算学院、佐治亚理工学院） 纠错

专题命中 评测与基准 ：large language model(abstract)；language model(abstract)；分类 cs.CL、cs.LG

Demo: TOSense -- What Did You Just Agree to?

Xinzhang Chen, Hassan Ali, Arash Shaghaghi, Salil S. Kanhere, Sanjay Jha

机构 * School of Computer Science and Engineering, The University of New South Wales（计算机科学与工程学院，新南威尔士大学） 纠错

专题命中 评测与基准 ：large language model(abstract)；language model(abstract)；分类 cs.CL

Comments Accepted as a demonstration paper at IEEE LCN 2025

IFEvalCode: Controlled Code Generation

Jian Yang, Wei Zhang, Shukai Liu, Linzheng Chai, Yingshui Tan, Jiaheng Liu, Ge Zhang, Wangchunshu Zhou, Guanglin Niu, Zhoujun Li, Binyuan Hui, Junyang Lin

机构 * Beihang University（北京航空航天大学） ； M-A-P ； OPPO 纠错

专题命中 评测与基准 ：large language model(abstract)；language model(abstract)；分类 cs.CL

Comments 10 pages

Cued-Agent: A Collaborative Multi-Agent System for Automatic Cued Speech Recognition

Guanjie Huang, Danny H. K. Tsang, Shan Yang, Guangzhi Lei, Li Liu

机构 * The Hong Kong University of Science and Technology (Guangzhou)（香港科技大学（广州）） ； Tencent AI Lab（腾讯AI实验室） 纠错

专题命中 评测与基准 ：large language model(abstract)；language model(abstract)

Comments 9 pages

Team "better_call_claude": Style Change Detection using a Sequential Sentence Pair Classifier

Gleb Schmidt, Johannes Römisch, Mariia Halchynska, Svetlana Gorovaia, Ivan P. Yamshchikov

机构 * Humanities Lab, Faculaty of Arts, Radboud University, Houtlaan 4, 6525 XZ, Nijmegen, Netherlands（人文实验室，艺术学院，拉德堡德大学） ； Center for Artificial Intelligence, Technical University of Applied Sciences Würzburg-Schweinfurt, Münzstraße 12, 97070, Würzburg, Germany（人工智能中心，应用技术大学Würzburg-Schweinfurt） ； LEYA Lab, School of Computer Science, Physics and Technology, HSE University, 6, 25th Liniya, Vasilievsky Ostrov, 199004, St Petersburg, Russia（LEYA实验室，计算机科学、物理与技术学院，俄罗斯高等经济大学） 纠错

专题命中 评测与基准 ：language model(abstract)；分类 cs.CL

Rethinking Evidence Hierarchies in Medical Language Benchmarks: A Critical Evaluation of HealthBench

Fred Mutisya, Shikoh Gitau, Nasubo Ongoma, Keith Mbae, Elizabeth Wamicha

专题命中 评测与基准 ：language model(abstract)；分类 cs.AI

Sel3DCraft: Interactive Visual Prompts for User-Friendly Text-to-3D Generation

Nan Xiang, Tianyi Liang, Haiwen Huang, Shiqi Jiang, Hao Huang, Yifei Huang, Liangyu Chen, Changbo Wang, Chenhui Li

专题命中 评测与基准 ：prompting(abstract)

Comments IEEE VIS VAST 2025 ACM 2012 CCS - Human-centered computing, Visualization, Visualization design and evaluation methods

Sari Sandbox: A Virtual Retail Store Environment for Embodied AI Agents

Janika Deborah Gajo, Gerarld Paul Merales, Jerome Escarcha, Brenden Ashley Molina, Gian Nartea, Emmanuel G. Maminta, Juan Carlos Roldan, Rowel O. Atienza

机构 * EEEI, University of the Philippines（电子工程学院，菲律宾大学） ； AI Graduate Program, University of the Philippines（人工智能研究生项目，菲律宾大学） 纠错

专题命中 评测与基准 ：language model(abstract)

Comments 14 pages, accepted in ICCV 2025 Workshop on RetailVision

From Patient Burdens to User Agency: Designing for Real-Time Protection Support in Online Health Consultations

Shuning Zhang, Ying Ma, Yongquan `Owen' Hu, Ting Dang, Hong Jia, Xin Yi, Hewu Li

专题命中 评测与基准 ：LLM(abstract)