语言大模型 / LLM

The Hidden Bias: A Study on Explicit and Implicit Political Stereotypes in Large Language Models

Konrad Löhr, Shuzhou Yuan, Michael Färber

机构 * Technische Universität Dresden（德累斯顿技术大学） ； Center for Scalable Data Analytics and Artificial Intelligence (ScaDS.AI)（可扩展数据与人工智能研究中心（ScaDS.AI）） 纠错

专题命中 领域大模型 ：large language model(title,abstract)；language model(title,abstract)；prompting(abstract)；分类 cs.AI、cs.LG

Prompt4Trust: A Reinforcement Learning Prompt Augmentation Framework for Clinically-Aligned Confidence Calibration in Multimodal Large Language Models

Anita Kriz, Elizabeth Laura Janes, Xing Shen, Tal Arbel

机构 * McGill University（麦吉尔大学） ； Mila – Quebec AI Institute（魁北克AI研究所） 纠错

专题命中 领域大模型 ：large language model(title,abstract)；language model(title,abstract)；LLM(abstract)；分类 cs.CL、cs.AI

Comments Accepted to ICCV 2025 Workshop CVAMD

Simulating Viva Voce Examinations to Evaluate Clinical Reasoning in Large Language Models

Christopher Chiu, Silviu Pitis, Mihaela van der Schaar

机构 * Georgia Institute of Technology（佐治亚理工学院） ； University of Toronto（多伦多大学） ； University of Cambridge（剑桥大学） 纠错

专题命中 领域大模型 ：large language model(title,abstract)；language model(title,abstract)；LLM(abstract)；分类 cs.AI、cs.LG

Revealing Interconnections between Diseases: from Statistical Methods to Large Language Models

Alina Ermilova, Dmitrii Kornilov, Sofia Samoilova, Ekaterina Laptenkova, Anastasia Kolesnikova, Ekaterina Podplutova, Senotrusova Sofya, Maksim G. Sharaev

机构 * Both authors contributed equally（共同第一作者） 纠错

专题命中 领域大模型 ：large language model(title,abstract)；language model(title,abstract)；LLM(abstract)；分类 cs.AI、cs.LG

Depression Detection on Social Media with Large Language Models

Xiaochong Lan, Zhiguang Han, Yiming Cheng, Li Sheng, Jie Feng, Chen Gao, Yong Li

机构 * Department of Electronic Engineering, BNRist, Tsinghua University（电子工程系，北京理工大学，清华大学） ； College of Computing and Data Science, Nanyang Technological University（计算与数据科学学院，南洋理工大学） ； Department of Computer Science, The University of Chicago（计算机科学系，芝加哥大学） 纠错

专题命中 领域大模型 ：large language model(title,abstract)；language model(title,abstract)；LLM(abstract)；分类 cs.CL、cs.AI

Comments EMNLP 2025

Reproducibility Study of "XRec: Large Language Models for Explainable Recommendation"

Ranjan Mishra, Julian I. Bibo, Quinten van Engelen, Henk Schaapman

机构 * University of Amsterdam（阿姆斯特丹大学） 纠错

专题命中 领域大模型 ：large language model(title,abstract)；language model(title,abstract)；LLM(abstract)；分类 cs.CL、cs.AI

Towards Structured Knowledge: Advancing Triple Extraction from Regional Trade Agreements using Large Language Models

Durgesh Nandini, Rebekka Koch, Mirco Schoenfeld

机构 * University of Bayreuth, Bayreuth, Germany（拜罗伊特大学） 纠错

专题命中 领域大模型 ：large language model(title,abstract)；language model(title,abstract)；prompting(abstract)；分类 cs.CL、cs.LG

AtmosSci-Bench: Evaluating the Recent Advance of Large Language Model for Atmospheric Science

Chenyue Li, Wen Deng, Mengqian Lu, Binhang Yuan

机构 * HKUST（香港科技大学） 纠错

专题命中 领域大模型 ：large language model(title,abstract)；language model(title,abstract)；LLM(abstract)；分类 cs.AI、cs.LG

Comments 37 pages, 4 figures, 13 tables

Efficient Fine-Tuning of Large Language Models for Automated Medical Documentation

Hui Yi Leong, Yi Fan Gao, Ji Shuai, Yang Zhang, Uktu Pamuksuz

专题命中 领域大模型 ：large language model(title,abstract)；language model(title,abstract)；LLM(abstract)；分类 cs.CL、cs.AI

Comments 4 pages, 3 Figures, 3 Tables. The final version will be published in the proceedings of the IEEE conference

Multimodal Health Risk Prediction System for Chronic Diseases via Vision-Language Fusion and Large Language Models

Dingxin Lu, Shurui Wu, Xinyi Huang

专题命中 领域大模型 ：large language model(title,abstract)；language model(title,abstract)；LLM(abstract)；分类 cs.AI、cs.LG

Smart Trial: Evaluating the Use of Large Language Models for Recruiting Clinical Trial Participants via Social Media

Xiaofan Zhou, Zisu Wang, Janice Krieger, Mohan Zalake, Lu Cheng

机构 * University of Illinois at Chicago（伊利诺伊大学香槟分校） ； Colorado State University（科罗拉多州立大学） 纠错

专题命中 领域大模型 ：large language model(title,abstract)；language model(title,abstract)；LLM(abstract)；分类 cs.CL、cs.AI

Large Language Models Meet Legal Artificial Intelligence: A Survey

Zhitian Hou, Zihan Ye, Nanli Zeng, Tianyong Hao, Kun Zeng

机构 * School of Computer Science and Engineering, Sun Yat-sen University（中山大学计算机科学与工程学院） ； China Mobile Internet Co., Ltd.（中国移动互联网有限公司） ； School of Computer Science, South China Normal University（华南师范大学计算机科学学院） 纠错

专题命中 领域大模型 ：large language model(title,abstract)；language model(title,abstract)；LLM(abstract)；分类 cs.CL、cs.AI

Can Large Language Models Understand As Well As Apply Patent Regulations to Pass a Hands-On Patent Attorney Test?

Bhakti Khera, Rezvan Alamian, Pascal A. Scherz, Stephan M. Goetz

专题命中 领域大模型 ：large language model(title,abstract)；language model(title,abstract)；prompting(abstract)；分类 cs.CL、cs.AI

Comments 41 pages, 21 figures

NOWJ@COLIEE 2025: A Multi-stage Framework Integrating Embedding Models and Large Language Models for Legal Retrieval and Entailment

Hoang-Trung Nguyen, Tan-Minh Nguyen, Xuan-Bach Le, Tuan-Kiet Le, Khanh-Huyen Nguyen, Ha-Thanh Nguyen, Thi-Hai-Yen Vuong, Le-Minh Nguyen

机构 * VNU University of Engineering and Technology（越南工程大学） ； Japan Advanced Institute of Science and Technology（日本先进科学研究院） ； Center for Juris-Informatics, ROIS-DS（法律信息中心，ROIS-DS） ； Research and Development Center for Large Language Models, NII（大型语言模型研发中心，NII） 纠错

专题命中 领域大模型 ：large language model(title,abstract)；language model(title,abstract)；LLM(abstract)；分类 cs.CL、cs.AI

Authorship Without Writing: Large Language Models and the Senior Author Analogy

Clint Hurshman, Sebastian Porsdam Mann, Julian Savulescu, Brian D. Earp

专题命中 领域大模型 ：large language model(title,abstract)；language model(title,abstract)；LLM(abstract)；分类 cs.CL、cs.AI

Comments 28 pages, 0 figures

Quantized Large Language Models in Biomedical Natural Language Processing: Evaluation and Recommendation

Zaifu Zhan, Shuang Zhou, Min Zeng, Kai Yu, Meijia Song, Xiaoyi Chen, Jun Wang, Yu Hou, Rui Zhang

机构 * Department of Electrical and Computer Engineering, University of Minnesota, Minneapolis, MN, USA（电气与计算机工程系，明尼苏达大学，明尼阿波利斯，MN，美国） ； Division of Computational Health Sciences, Department of Surgery, University of Minnesota, Minneapolis, MN, USA（计算健康科学 division，外科系，明尼苏达大学，明尼阿波利斯，MN，美国） ； School of Nursing, University of Minnesota, Minneapolis, MN, USA（护理学院，明尼苏达大学，明尼阿波利斯，MN，美国） 纠错

专题命中 领域大模型 ：large language model(title,abstract)；language model(title,abstract)；prompting(abstract)；分类 cs.CL、cs.AI

Comments 11 pages, 7 figures

Knowledge Integration for Physics-informed Symbolic Regression Using Pre-trained Large Language Models

Bilge Taskin, Wenxiong Xie, Teddy Lazebnik

机构 * Department of Computing Jonkoping University（乔恩考普大学计算机系） ； Department of Information Science University of Haifa（海法大学信息科学系） 纠错

专题命中 领域大模型 ：large language model(title,abstract)；language model(title,abstract)；LLM(abstract)；分类 cs.AI、cs.LG

An Ensemble Classification Approach in A Multi-Layered Large Language Model Framework for Disease Prediction

Ali Hamdi, Malak Mohamed, Rokaia Emad, Khaled Shaban

机构 * Dept. of Computer Science, Qatar University, Doha, Qatar（计算机科学系，卡塔尔大学，多哈） 纠错

专题命中 领域大模型 ：large language model(title,abstract)；language model(title,abstract)；LLM(abstract)；分类 cs.CL、cs.LG

DeepSeek performs better than other Large Language Models in Dental Cases

Hexian Zhang, Xinyu Yan, Yanqi Yang, Lijian Jin, Ping Yang, Junwen Wang

专题命中 领域大模型 ：large language model(title,abstract)；language model(title,abstract)；LLM(abstract)；分类 cs.CL、cs.AI

Comments Abstract word count: 171; Total word count: 3130; Total number of tables: 2; Total number of figures: 3; Number of references: 32

Constructing a Norm for Children's Scientific Drawing: Distribution Features Based on Semantic Similarity of Large Language Models

Yi Zhang, Fan Wei, Jingyi Li, Yan Wang, Yanyan Yu, Jianli Chen, Zipo Cai, Xinyu Liu, Wei Wang, Sensen Yao, Peng Wang, Zhong Wang

专题命中 领域大模型 ：large language model(title,abstract)；language model(title,abstract)；LLM(abstract)；分类 cs.CL、cs.AI

Journal ref biology methods and protocols, 2025, 10(01)

MizanQA: Benchmarking Large Language Models on Moroccan Legal Question Answering

Adil Bahaj, Mounir Ghogho

机构 * Mohammed 6 Polytechnic University（穆莱·马哈茂德六世理工学院） 纠错

专题命中 领域大模型 ：large language model(title,abstract)；language model(title,abstract)；LLM(abstract)；分类 cs.CL、cs.AI

MedArabiQ: Benchmarking Large Language Models on Arabic Medical Tasks

Mouath Abu Daoud, Chaimae Abouzahir, Leen Kharouf, Walid Al-Eisawi, Nizar Habash, Farah E. Shamout

机构 * New York University Abu Dhabi（纽约大学阿布扎克分校） 纠错

专题命中 领域大模型 ：large language model(title,abstract)；language model(title,abstract)；LLM(abstract)；分类 cs.CL、cs.AI

Comments 21 pages

Enhancing Temporal Sensitivity of Large Language Model for Recommendation with Counterfactual Tuning

Yutian Liu, Zhengyi Yang, Jiancan Wu, Xiang Wang

机构 * University of Science and Technology of China（科学技术大学） 纠错

专题命中 领域大模型 ：large language model(title,abstract)；language model(title,abstract)；LLM(abstract)；分类 cs.CL、cs.AI

Reverse Physician-AI Relationship: Full-process Clinical Diagnosis Driven by a Large Language Model

Shicheng Xu, Xin Huang, Zihao Wei, Liang Pang, Huawei Shen, Xueqi Cheng

机构 * State Key Laboratory of AI Safety, Institute of Computing Technology, CAS（人工智能安全国家重点实验室，计算技术研究所，中国科学院） ； University of Chinese Academy of Sciences（中国科学院大学） ； Peking University Third Hospital（北京大学第三医院） 纠错

专题命中 领域大模型 ：large language model(title,abstract)；language model(title,abstract)；LLM(abstract)；分类 cs.CL、cs.AI

Comments 39 pages

Evaluating the Role of Large Language Models in Legal Practice in India

Rahul Hemrajani

机构 * National Law School of India（印度国家法律学校） 纠错

专题命中 领域大模型 ：large language model(title,abstract)；language model(title,abstract)；LLM(abstract)；分类 cs.CL、cs.AI

FEAT: A Multi-Agent Forensic AI System with Domain-Adapted Large Language Model for Automated Cause-of-Death Analysis

Chen Shen, Wanqing Zhang, Kehan Li, Erwen Huang, Haitao Bi, Aiying Fan, Yiwen Shen, Hongmei Dong, Ji Zhang, Yuming Shao, Zengjia Liu, Xinshe Liu, Tao Li, Chunxia Yan, Shuanliang Fan, Di Wu, Jianhua Ma, Bin Cong, Zhenyuan Wang, Chunfeng Lian

机构 * Key Laboratory of National Ministry of Health for Forensic Sciences, School of Medicine \& Forensics, Health Science Center, Xi'an Jiaotong University, Xi'an, Shaanxi 710049, China ； School of Mathematics ； Statistics, Xi'an Jiaotong University, Xi'an, Shaanxi 710149, China ； Hebei Key Laboratory of Forensic Medicine, College of Forensic Medicine, Hebei Medical University, Shijiazhuang, Hebei 050017, China ； Key Laboratory of Biomedical Information Engineering of Ministry of Education, School of Life Science ； Technology, Xi'an Jiaotong University, Xi'an, Shaanxi 710049, China ； Faculty of Forensic Medicine, Guangdong Province Translational Forensic Medicine Engineering Technology Research Center, Zhongshan School of Medicine, Sun Yat-Sen University, Guangzhou, Guangdong 510080, China ； Department of Forensic Medicine, Xinxiang Medical University, Xinxiang, Henan 453003, China ； Department of Forensic Medicine, School of Basic Medical Sciences, Fudan University, Shanghai 200032, China ； Department of Forensic Medicine, Tongji Medical College, Huazhong University of Science ； Shanghai Key Laboratory of Forensic Medicine, Shanghai Forensic Service Platform, Academy of Forensic Science, Ministry of Justice, Shanghai 200063, China ； School of Forensic Medicine of Jining Medical University, Jining, Shandong 272067, China 纠错

专题命中 领域大模型 ：large language model(title,abstract)；language model(title,abstract)；LLM(abstract)；分类 cs.AI、cs.LG

Comments 18pages, 6 figures

Extracting Probabilistic Knowledge from Large Language Models for Bayesian Network Parameterization

Aliakbar Nafar, Kristen Brent Venable, Zijun Cui, Parisa Kordjamshidi

专题命中 领域大模型 ：large language model(title,abstract)；language model(title,abstract)；LLM(abstract)；分类 cs.CL、cs.AI

The Strong Pull of Prior Knowledge in Large Language Models and Its Impact on Emotion Recognition

Georgios Chochlakis, Alexandros Potamianos, Kristina Lerman, Shrikanth Narayanan

机构 * University of Southern California（南加州大学） ； National Technical University of Athens（雅典国家技术大学） 纠错

专题命中 领域大模型 ：large language model(title,abstract)；language model(title,abstract)；LLM(abstract)；分类 cs.CL、cs.AI

Comments 30 pages, 27 figures

Journal ref 2024 12th International Conference on Affective Computing and Intelligent Interaction (ACII). IEEE, 2024

Multilingual Performance Biases of Large Language Models in Education

Vansh Gupta, Sankalan Pal Chowdhury, Vilém Zouhar, Donya Rooein, Mrinmaya Sachan

机构 * ETH Zurich（苏黎世联邦理工学院） ； Bocconi University（博科尼大学） 纠错

专题命中 领域大模型 ：large language model(title,abstract)；language model(title,abstract)；LLM(abstract)；分类 cs.CL、cs.AI

Cultural Bias in Large Language Models: Evaluating AI Agents through Moral Questionnaires

Simon Münker

机构 * Tier University（Tier大学） 纠错

专题命中 领域大模型 ：large language model(title,abstract)；language model(title,abstract)；prompting(abstract)；分类 cs.CL、cs.AI

Comments 15pages, 1 figure, 2 tables

Journal ref Proceedings of 0th Symposium on Moral and Legal AI Alignment of the IACAP/AISB Conference, 2025