语言大模型 / LLM

Rdgai: Classifying transcriptional changes using Large Language Models with a test case from an Arabic Gospel tradition

Robert Turnbull

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 8 figures

Applying Large Language Models to Characterize Public Narratives

Elinor Poole-Dayan, Daniel T Kessler, Hannah Chiou, Margaret Hughes, Emily S Lin, Marshall Ganz, Deb Roy

机构 * MIT（麻省理工学院） ； Wellesley College（韦尔斯利学院） ； Harvard University（哈佛大学） 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

Zero-Shot Grammar Competency Estimation Using Large Language Model Generated Pseudo Labels

Sourya Dipta Das, Shubham Kumar, Kuldeep Yadav

机构 * SHL Labs（SHL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.CL

Comments Accepted in AACL-IJCNLP 2025

A Survey on Unlearning in Large Language Models

Ruichen Qiu, Jiajun Tan, Jiayue Pu, Honglin Wang, Xiao-Shan Gao, Fei Sun

机构 * School of Advanced Interdisciplinary Sciences, UCAS（UCAS交叉学科研究院） ； Academy of Mathematics and Systems Science, CAS（中国科学院数学与系统科学研究院） ； Institute of Computing Technology, 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） 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

AI-Salesman: Towards Reliable Large Language Model Driven Telemarketing

Qingyu Zhang, Chunlei Xin, Xuanang Chen, Yaojie Lu, Hongyu Lin, Xianpei Han, Le Sun, Qing Ye, Qianlong Xie, Xingxing 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

Differences in the Moral Foundations of Large Language Models

Peter Kirgis

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

Benchmarking Retrieval-Augmented Large Language Models in Biomedical NLP: Application, Robustness, and Self-Awareness

Mingchen Li, Zaifu Zhan, Han Yang, Yongkang Xiao, Jiatan Huang, Rui Zhang

机构 * Division of Computational Health Sciences, Department of Surgery University of Minnesota（大学医学计算科学系，外科系） ； Institute for Health Informatics University of Minnesota（健康信息学研究所，明尼苏达大学） ； Department of Electrical and Computer Engineering University of Minnesota（电气与计算机工程系，明尼苏达大学） 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

Wage Sentiment Indices Derived from Survey Comments via Large Language Models

Taihei Sone

机构 * College of Engineering（工程学院） ； University of Colorado Boulder（科罗拉多大学波德穆尔分校） 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 IEEE Big Data 2025. 10 pages, 2 tables, 16 figures

IFEval-Audio: Benchmarking Instruction-Following Capability in Audio-based Large Language Models

Yiming Gao, Bin Wang, Chengwei Wei, Shuo Sun, AiTi Aw

机构 * Nanyang Technological University (NTU)（南洋理工大学） ； MiroMind（米罗Mind） ； Institute for Infocomm Research (I 2 R)（信息与通信研究院） ； A*STAR（科技研究局） 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 Link: https://github.com/AudioLLMs/AudioBench/tree/main/IFEval-Audio

AXIS: Explainable Time Series Anomaly Detection with Large Language Models

Tian Lan, Hao Duong Le, Jinbo Li, Wenjun He, Meng Wang, Chenghao Liu, Chen Zhang

机构 * Huawei（华为） 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.LG

eX-NIDS: A Framework for Explainable Network Intrusion Detection Leveraging Large Language Models

Paul R. B. Houssel, Siamak Layeghy, Priyanka Singh, Marius Portmann

机构 * School of Information Technology and Electrical Engineering, University of Queensland（信息科技与电气工程学院，昆士兰大学） 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.AI

UniEdit: A Unified Knowledge Editing Benchmark for Large Language Models

Qizhou Chen, Dakan Wang, Taolin Zhang, Zaoming Yan, Chengsong You, Chengyu Wang, Xiaofeng He

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 NeurIPS 2025 Track on Datasets and Benchmarks. Dataset Download: https://huggingface.co/datasets/qizhou/UniEdit Code Download: https://github.com/qizhou000/UniEdit

Achieving Effective Virtual Reality Interactions via Acoustic Gesture Recognition based on Large Language Models

Xijie Zhang, Fengliang He, Hong-Ning Dai

机构 * Department of Computer Science, Hong Kong Baptist University, Hong Kong, China（计算机科学系，香港 Baptist 大学，香港，中国） 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 5 pages, 4 figures, 1 table, under review at ICASSP 2026

Agentmandering: A Game-Theoretic Framework for Fair Redistricting via Large Language Model Agents

Hao Li, Haotian Chen, Ruoyuan Gong, Juanjuan Wang, Hao Jiang

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 Accepted by AAAI AISI 2026

Urban Computing in the Era of Large Language Models

Zhonghang Li, Lianghao Xia, Xubin Ren, Jiabin Tang, Tianyi Chen, Yong Xu, Chao Huang

机构 * South China University of Technology（华南理工大学） ； The University of Hong Kong（香港大学） ； City University of Hong Kong（城市大学） 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 https://github.com/HKUDS/Awesome-LLM4Urban-Papers

Journal ref ACM TIST, 2025

Trustworthiness Calibration Framework for Phishing Email Detection Using Large Language Models

Daniyal Ganiuly, Assel Smaiyl

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 10 pages, 5 figures

Exploring the Feasibility of End-to-End Large Language Model as a Compiler

Hongbin Zhang, Shihao Gao, Yang Liu, Mingjie Xing, Yanjun Wu, Chen Zhao

机构 * Institute of Software, Chinese Academy of Sciences（中国科学院软件研究所） ； University of Chinese Academy of Sciences（中国科学院大学） 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.LG

Comments This work has been accepted by IJCNN 2025 and submitted to the IEEE for publication

FinEval-KR: A Financial Domain Evaluation Framework for Large Language Models' Knowledge and Reasoning

Shaoyu Dou, Yutian Shen, Mofan Chen, Zixuan Wang, Jiajie Xu, Qi Guo, Kailai Shao, Chao Chen, Haixiang Hu, Haibo Shi, Min Min, Liwen Zhang

机构 * Ant Group（蚂蚁集团） ； Shanghai University of Finance and Economics（上海金融学院） 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 Accepted by FinNLP@EMNLP2025

LTD-Bench: Evaluating Large Language Models by Letting Them Draw

Liuhao Lin, Ke Li, Zihan Xu, Yuchen Shi, Yulei Qin, Yan Zhang, Xing Sun, Rongrong Ji

机构 * Youtu-Agent Team（优图智能团队） 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 by NeurIPS 2025

Evaluating Cultural Knowledge Processing in Large Language Models: A Cognitive Benchmarking Framework Integrating Retrieval-Augmented Generation

Hung-Shin Lee, Chen-Chi Chang, Ching-Yuan Chen, Yun-Hsiang Hsu

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 This paper has been accepted by The Electronic Library, and the full article is now available on Emerald Insight

Beyond Empathy: Integrating Diagnostic and Therapeutic Reasoning with Large Language Models for Mental Health Counseling

He Hu, Yucheng Zhou, Juzheng Si, Qianning Wang, Hengheng Zhang, Fuji Ren, Fei Ma, Laizhong Cui, Qi Tian

机构 * College of Computer Science and Software Engineering, Shenzhen University（深圳大学计算机科学与软件工程学院） ； Guangdong Laboratory of Artificial Intelligence and Digital Economy (SZ)（广东省人工智能与数字经济发展实验室） ； SKL-IOTSC, CIS, University of Macau（澳门科学馆物联网与智慧城市研究中心） ； Shandong University（山东大学） ； Auckland University of Technology（技术大学（奥克兰）） ； University of Electronic Science and Technology of China（电子科技大学） 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

OmniEduBench: A Comprehensive Chinese Benchmark for Evaluating Large Language Models in Education

Min Zhang, Hao Chen, Hao Chen, Wenqi Zhang, Didi Zhu, Xin Lin, Bo Jiang, Aimin Zhou, Fei Wu, Kun Kuang

机构 * East China Normal University（东华师范大学） ； Zhejiang University（浙江大学） ； Imperial College London（伦敦帝国学院） 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

Large Language Models for Few-Shot Named Entity Recognition

Yufei Zhao, Xiaoshi Zhong, Erik Cambria, Jagath C. Rajapakse

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 17 pages, 2 figures. Accepted by AI, Computer Science and Robotics Technology (ACRT)

OpenGuardrails: A Configurable, Unified, and Scalable Guardrails Platform for Large Language Models

Thomas Wang, Haowen Li

机构 * The Hong Kong Polytechnic University（香港理工大学） 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

Systematic Evaluation of Uncertainty Estimation Methods in Large Language Models

Christian Hobelsberger, Theresa Winner, Andreas Nawroth, Oliver Mitevski, Anna-Carolina Haensch

机构 * LMU Munich（慕尼黑大学） ； Munich Re（慕尼黑再保险） ； relAI ； MCML ； University of Maryland（马里兰大学） 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

Is Safety Standard Same for Everyone? User-Specific Safety Evaluation of Large Language Models

Yeonjun In, Wonjoong Kim, Kanghoon Yoon, Sungchul Kim, Mehrab Tanjim, Sangwu Park, Kibum Kim, Chanyoung Park

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 EMNLP 2025 Findings

The Invisible Hand: Unveiling Provider Bias in Large Language Models for Code Generation

Xiaoyu Zhang, Juan Zhai, Shiqing Ma, Qingshuang Bao, Weipeng Jiang, Qian Wang, Chao Shen, Yang Liu

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 27 pages, 13 figures

Benchmarking Large Language Models for Personalized Guidance in AI-Enhanced Learning

Bo Yuan, Jiazi Hu

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

Can Large Language Models be Effective Online Opinion Miners?

Ryang Heo, Yongsik Seo, Junseong Lee, Dongha Lee

机构 * Department of Artificial Intelligence, Yonsei University - DLI Lab（人工智能系，延世大学 - DLI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.CL

Comments Accepted to EMNLP 2025 Main

Physics-Informed Large Language Models for HVAC Anomaly Detection with Autonomous Rule Generation

Subin Lin, Chuanbo Hua

机构 * Department of the Built Environment（环境学院） ； National University of Singapore（新加坡国立大学） ； InnoCore PRISM-AI ； KAIST（韩国科学技术院） 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.AI

Comments NeurIPS 2025 Workshop of UrbanAI (Oral)