语言大模型 / LLM

Advances in Embodied Navigation Using Large Language Models: A Survey

Jinzhou Lin, Han Gao, Xuxiang Feng, Rongtao Xu, Changwei Wang, Man Zhang, Li Guo, Shibiao Xu

机构 * School of Artificial Intelligence, Beijing University of Posts and Telecommunications, China（北京邮电大学人工智能学院） ； Aerospace Information Research Institute, Chinese Academy of Science（中国科学院航空航天信息研究所） ； State Key Laboratory of Multimodal Artificial Intelligence Systems, Institute of Automation, Chinese Academy of Sciences, China（中国科学院自动化研究所多模态人工智能系统国家重点实验室） ； Key Laboratory of Computing Power Network and Information Security, Ministry of Education, Shandong Computer Science Center (National Supercomputer Center in Jinan), Qilu University of Technology (Shandong Academy of Sciences)（山东省教育厅计算能力网络与信息安全重点实验室） 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.AI

Comments Submited to IEEE TRANSACTIONS ON SYSTEMS, MAN, AND CYBERNETICS: SYSTEMS

AI with Emotions: Exploring Emotional Expressions in Large Language Models

Shin-nosuke Ishikawa, Atsushi Yoshino

机构 * Graduate School of Artificial Intelligence and Science, Rikkyo University（人工智能与科学研究生院，立命馆大学） ； Strategic Digital Business Unit, Mamezou Co., Ltd.（战略数字商务部，麦默株式会社） 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.AI

Comments 14 pages, 8 figures, accepted to the Natural Language Processing for Digital Humanities (NLP4DH) workshop at NAACL 2025

Retrieval Augmented Generation Evaluation in the Era of Large Language Models: A Comprehensive Survey

Aoran Gan, Hao Yu, Kai Zhang, Qi Liu, Wenyu Yan, Zhenya Huang, Shiwei Tong, Guoping Hu

机构 * State Key Laboratory of Cognitive Intelligence, University of Science and Technology of China（认知智能国家重点实验室，中国科学技术大学） ； McGill University（麦吉尔大学） ； Tencent Company（腾讯公司） ； Artificial Intelligence Research Institute, iFLYTEK Co., Ltd（人工智能研究院，iFLYTEK公司） 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 18 pages, 5 figures

PROMPTEVALS: A Dataset of Assertions and Guardrails for Custom Production Large Language Model Pipelines

Reya Vir, Shreya Shankar, Harrison Chase, Will Fu-Hinthorn, Aditya Parameswaran

机构 * UC Berkeley（伯克利大学） ； LangChain 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 Accepted to NAACL 2025 Main Conference

BadApex: Backdoor Attack Based on Adaptive Optimization Mechanism of Black-box Large Language Models

Zhengxian Wu, Juan Wen, Wanli Peng, Ziwei Zhang, Yinghan Zhou, Yiming Xue

机构 * College of information electrical and engineering（信息电气工程学院） ； China Agricultural University（中国农业大学） 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 16 pages, 6 figures

Is Translation All You Need? A Study on Solving Multilingual Tasks with Large Language Models

Chaoqun Liu, Wenxuan Zhang, Yiran Zhao, Anh Tuan Luu, Lidong Bing

机构 * Nanyang Technological University（南洋理工大学） ； DAMO Academy, Alibaba Group（阿里达摩院） ； Hupan Lab（虎斑实验室） ； National University of Singapore（新加坡国立大学） ； Shanda AI Research Institute（沙达AI研究院） 纠错

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

Comments Accepted to NAACL 2025

Toward Automated Qualitative Analysis: Leveraging Large Language Models for Tutoring Dialogue Evaluation

Megan Gu, Chloe Qianhui Zhao, Claire Liu, Nikhil Patel, Jahnvi Shah, Jionghao Lin, Kenneth R. Koedinger

机构 * Carnegie Mellon University（卡内基梅隆大学） ； The University of Hong Kong（香港大学） ； Monash University（墨尔本大学） 纠错

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

Comments Manuscript accepted to the Workshop on "From Data to Discovery: LLMs for Qualitative Analysis in Education" at LAK25

StruPhantom: Evolutionary Injection Attacks on Black-Box Tabular Agents Powered by Large Language Models

Yang Feng, Xudong Pan

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

Comments Work in Progress

Integrating Large Language Models for Automated Structural Analysis

Haoran Liang, Mohammad Talebi Kalaleh, Qipei Mei

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

EnDive: A Cross-Dialect Benchmark for Fairness and Performance in Large Language Models

Abhay Gupta, Jacob Cheung, Philip Meng, Shayan Sayyed, Austen Liao, Kevin Zhu, Sean O'Brien

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

Zero-Shot Image-Based Large Language Model Approach to Road Pavement Monitoring

Shuoshuo Xu, Kai Zhao, James Loney, Zili Li, Andrea Visentin

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

Leveraging Prompt-Tuning for Bengali Grammatical Error Explanation Using Large Language Models

Subhankar Maity, Aniket Deroy

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 9 pages, 2 figures

A Survey on Hypothesis Generation for Scientific Discovery in the Era of Large Language Models

Atilla Kaan Alkan, Shashwat Sourav, Maja Jablonska, Simone Astarita, Rishabh Chakrabarty, Nikhil Garuda, Pranav Khetarpal, Maciej Pióro, Dimitrios Tanoglidis, Kartheik G. Iyer, Mugdha S. Polimera, Michael J. Smith, Tirthankar Ghosal, Marc Huertas-Company, Sandor Kruk, Kevin Schawinski, Ioana Ciucă

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

Comments 9 pages (+2 pages of references), 2 figures

A Perplexity and Menger Curvature-Based Approach for Similarity Evaluation of Large Language Models

Yuantao Zhang, Zhankui Yang

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 13 pages

Prompting open-source and commercial language models for grammatical error correction of English learner text

Christopher Davis, Andrew Caines, Øistein Andersen, Shiva Taslimipoor, Helen Yannakoudakis, Zheng Yuan, Christopher Bryant, Marek Rei, Paula Buttery

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

Comments 8 pages with appendices; accepted to ACL Findings 2024

Measuring Large Language Models Capacity to Annotate Journalistic Sourcing

Subramaniam Vincent, Phoebe Wang, Zhan Shi, Sahas Koka, Yi Fang

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

Code Red! On the Harmfulness of Applying Off-the-shelf Large Language Models to Programming Tasks

Ali Al-Kaswan, Sebastian Deatc, Begüm Koç, Arie van Deursen, Maliheh Izadi

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

Comments FSE'25 Technical Track

Leveraging Large Language Models for Automated Definition Extraction with TaxoMatic A Case Study on Media Bias

Timo Spinde, Luyang Lin, Smi Hinterreiter, Isao Echizen

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

Journal ref Proceedings of the International AAAI Conference on Web and Social Media (ICWSM'25) (2025)

Enabling Auditory Large Language Models for Automatic Speech Quality Evaluation

Siyin Wang, Wenyi Yu, Yudong Yang, Changli Tang, Yixuan Li, Jimin Zhuang, Xianzhao Chen, Xiaohai Tian, Jun Zhang, Guangzhi Sun, Lu Lu, Yuxuan Wang, Chao Zhang

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 Accepted by ICASSP 2025

PharmAgents: Building a Virtual Pharma with Large Language Model Agents

Bowen Gao, Yanwen Huang, Yiqiao Liu, Wenxuan Xie, Wei-Ying Ma, Ya-Qin Zhang, Yanyan Lan

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

Evaluating book summaries from internal knowledge in Large Language Models: a cross-model and semantic consistency approach

Javier Coronado-Blázquez

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 22 pages, 6 figures

Large Language Model Agent: A Survey on Methodology, Applications and Challenges

Junyu Luo, Weizhi Zhang, Ye Yuan, Yusheng Zhao, Junwei Yang, Yiyang Gu, Bohan Wu, Binqi Chen, Ziyue Qiao, Qingqing Long, Rongcheng Tu, Xiao Luo, Wei Ju, Zhiping Xiao, Yifan Wang, Meng Xiao, Chenwu Liu, Jingyang Yuan, Shichang Zhang, Yiqiao Jin, Fan Zhang, Xian Wu, Hanqing Zhao, Dacheng Tao, Philip S. Yu, Ming Zhang

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 329 papers surveyed, resources are at https://github.com/luo-junyu/Awesome-Agent-Papers

Poly-FEVER: A Multilingual Fact Verification Benchmark for Hallucination Detection in Large Language Models

Hanzhi Zhang, Sumera Anjum, Heng Fan, Weijian Zheng, Yan Huang, Yunhe Feng

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

Conversational AI as a Coding Assistant: Understanding Programmers' Interactions with and Expectations from Large Language Models for Coding

Mehmet Akhoroz, Caglar Yildirim

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

Comments 20 pages

Safety Aware Task Planning via Large Language Models in Robotics

Azal Ahmad Khan, Michael Andrev, Muhammad Ali Murtaza, Sergio Aguilera, Rui Zhang, Jie Ding, Seth Hutchinson, Ali Anwar

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

Comparing Human Expertise and Large Language Models Embeddings in Content Validity Assessment of Personality Tests

Nicola Milano, Michela Ponticorvo, Davide Marocco

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

PediaBench: A Comprehensive Chinese Pediatric Dataset for Benchmarking Large Language Models

Qian Zhang, Panfeng Chen, Jiali Li, Linkun Feng, Shuyu Liu, Heng Zhao, Mei Chen, Hui Li, Yanhao Wang

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 21 pages, 12 figures

SPORTU: A Comprehensive Sports Understanding Benchmark for Multimodal Large Language Models

Haotian Xia, Zhengbang Yang, Junbo Zou, Rhys Tracy, Yuqing Wang, Chi Lu, Christopher Lai, Yanjun He, Xun Shao, Zhuoqing Xie, Yuan-fang Wang, Weining Shen, Hanjie Chen

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

Comments ICLR 2025 Poster

Potential of large language model-powered nudges for promoting daily water and energy conservation

Zonghan Li, Song Tong, Yi Liu, Kaiping Peng, Chunyan Wang

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

Large Language Model Enhanced Recommender Systems: A Survey

Qidong Liu, Xiangyu Zhao, Yuhao Wang, Yejing Wang, Zijian Zhang, Yuqi Sun, Xiang Li, Maolin Wang, Pengyue Jia, Chong Chen, Wei Huang, Feng Tian

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