语言大模型 / LLM

Juru: Legal Brazilian Large Language Model from Reputable Sources

Roseval Malaquias Junior, Ramon Pires, Roseli Romero, Rodrigo Nogueira

机构 * Computer Science Department, University of São Paulo（圣保罗大学计算机科学系） ； Maritaca AI 纠错

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

Critique of Impure Reason: Unveiling the reasoning behaviour of medical Large Language Models

Shamus Sim, Tyrone Chen

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

Comments 25 pages, 7 figures, 3 tables. Conceptualization, both authors. formal analysis, both authors. funding acquisition, both authors. investigation, both authors. resources, both authors. supervision, T.C.. validation, both authors. visualization, both authors. writing original draft, both authors. writing review and editing, both authors

Improving the Performance of Sequential Recommendation Systems with an Extended Large Language Model

Sinnyum Choi, Woong Kim

机构 * Department of AI Convergence Software（人工智能融合软件系） ； Dong-Seoul University（东首尔大学） 纠错

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

Differentiating hype from practical applications of large language models in medicine -- a primer for healthcare professionals

Elisha D. O. Roberson

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

Comments 7 pages main document text, 2 figures. A basic primer on the potential and dangers of AI generally and LLMs specifically in the medical care system. Targeted to *non-expert* healthcare workers without experience in AI or LLMs

Towards Automated Cross-domain Exploratory Data Analysis through Large Language Models

Jun-Peng Zhu, Boyan Niu, Peng Cai, Zheming Ni, Jianwei Wan, Kai Xu, Jiajun Huang, Shengbo Ma, Bing Wang, Xuan Zhou, Guanglei Bao, Donghui Zhang, Liu Tang, Qi Liu

机构 * East China Normal University \& PingCAP, China ； East China Normal University, China 纠错

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

Comments 14 pages, 10 figures

Journal ref Proceedings of the VLDB Endowment, Vol. 18, No. 12, pp. 5086 - 5099, 2025

Navigating the Risks of Using Large Language Models for Text Annotation in Social Science Research

Hao Lin, Yongjun Zhang

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

Cheap Learning: Maximising Performance of Language Models for Social Data Science Using Minimal Data

Leonardo Castro-Gonzalez, Yi-Ling Chung, Hannak Rose Kirk, John Francis, Angus R. Williams, Pica Johansson, Jonathan Bright

机构 * Public Policy Programme, The Alan Turing Institute, British Library（公共政策计划、艾伦·图灵研究所、大英图书馆） ； School of Geographical Sciences, University of Bristol（地理科学学院、布里斯托尔大学） ； Oxford Internet Institute, University of Oxford（牛津大学网络研究所） ； Zug Institute for Blockchain Research, University of Lucerne（祖格区块链研究所、卢塞恩大学） 纠错

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

Comments 46 pages, 17 figures, 6 tables

Integrating LLM-Derived Multi-Semantic Intent into Graph Model for Session-based Recommendation

Shuo Zhang, Xiao Li, Jiayi Wu, Fan Yang, Xiang Li, Ming Gao

专题命中 领域大模型 ：LLM(title,abstract)；large language model(abstract)；language model(abstract)

Heterogeneous User Modeling for LLM-based Recommendation

Honghui Bao, Wenjie Wang, Xinyu Lin, Fengbin Zhu, Teng Sun, Fuli Feng, Tat-Seng Chua

专题命中 领域大模型 ：LLM(title,abstract)；large language model(abstract)；language model(abstract)

Comments Accepted by RecSys 2025

SiriusBI: A Comprehensive LLM-Powered Solution for Data Analytics in Business Intelligence

Jie Jiang, Haining Xie, Siqi Shen, Yu Shen, Zihan Zhang, Meng Lei, Yifeng Zheng, Yang Li, Chunyou Li, Danqing Huang, Yinjun Wu, Wentao Zhang, Xiaofeng Yang, Bin Cui, Peng Chen

专题命中 领域大模型 ：LLM(title,abstract)；large language model(abstract)；language model(abstract)

Comments 14 pages, 8 figures

SciToolAgent: A Knowledge Graph-Driven Scientific Agent for Multi-Tool Integration

Keyan Ding, Jing Yu, Junjie Huang, Yuchen Yang, Qiang Zhang, Huajun Chen

机构 * College of Computer Science and Technology（计算机科学与技术学院） ； Zhejiang University（浙江大学） ； Zhejiang Key Laboratory of Intelligent Manufacturing for Functional Chemicals（功能化学品智能制造重点实验室） ； ZJU-Hangzhou Global Scientific and Technological Innovation Center（浙大杭州国际科学技术创新中心） ； ZJU-UIUC Institute（浙大UIUC研究院） ； The Polytechnic Institute（技术学院） ； State Key Laboratory of Ocean Sensing（海洋感知国家重点实验室） 纠错

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

Comments 21 pages, 6 figures

Modeling Professionalism in Expert Questioning through Linguistic Differentiation

Giulia D'Agostino, Chung-Chi Chen

机构 * Università della Svizzera italiana（瑞士联邦理工学院） ； National Institute of Advanced Industrial Science and Technology（国家先进工业科学与技术研究院） 纠错

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

ChatMyopia: An AI Agent for Pre-consultation Education in Primary Eye Care Settings

Yue Wu, Xiaolan Chen, Weiyi Zhang, Shunming Liu, Wing Man Rita Sum, Xinyuan Wu, Xianwen Shang, Chea-su Kee, Mingguang He, Danli Shi

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

Comments 35 pages, 4 figures, 1 table

Risks & Benefits of LLMs & GenAI for Platform Integrity, Healthcare Diagnostics, Financial Trust and Compliance, Cybersecurity, Privacy & AI Safety: A Comprehensive Survey, Roadmap & Implementation Blueprint

Kiarash Ahi

专题命中 领域大模型 ：LLM(abstract)；large language model(abstract)；language model(abstract)

VLQA: The First Comprehensive, Large, and High-Quality Vietnamese Dataset for Legal Question Answering

Tan-Minh Nguyen, Hoang-Trung Nguyen, Trong-Khoi Dao, Xuan-Hieu Phan, Ha-Thanh Nguyen, Thi-Hai-Yen Vuong

机构 * Japan Advanced Institute of Science and Technology（日本先进科学研究院） ； VNU University of Engineering and Technology（VNU工程大学） ； VNU University of Law（VNU法律大学） ； National Institute of Informatics（国立信息学研究所） 纠错

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

Zero-shot Performance of Generative AI in Brazilian Portuguese Medical Exam

Cesar Augusto Madid Truyts, Amanda Gomes Rabelo, Gabriel Mesquita de Souza, Daniel Scaldaferri Lages, Adriano Jose Pereira, Uri Adrian Prync Flato, Eduardo Pontes dos Reis, Joaquim Edson Vieira, Paulo Sergio Panse Silveira, Edson Amaro Junior

机构 * Einstein Global Advanced Technologies for Equity（埃因斯坦全球先进科技以公平为宗旨） ； Hospital Israelita Albert Einstein（埃因斯坦医院） ； Departamento de Pacientes Graves（重症患者部门） ； Stanford Center for Artificial Intelligence in Medicine and Imaging（斯坦福大学医学与成像人工智能中心） ； Departmento de Cirurgia（外科部门） ； Faculdade de Medicina, Universidade de São Paulo（圣保罗大学医学院） ； Faculdade Israelita de Ciências da Saúde Albert Einstein（埃因斯坦以色列健康科学学院） 纠错

专题命中 领域大模型 ：large language model(abstract)；language model(abstract)；分类 cs.CL

From Bench to Bedside: A DeepSeek-Powered AI System for Automated Chest Radiograph Interpretation in Clinical Practice

Yaowei Bai, Ruiheng Zhang, Yu Lei, Jingfeng Yao, Shuguang Ju, Chaoyang Wang, Wei Yao, Yiwan Guo, Guilin Zhang, Chao Wan, Qian Yuan, Xuhua Duan, Xinggang Wang, Tao Sun, Yongchao Xu, Chuansheng Zheng, Huangxuan Zhao, Bo Du

专题命中 领域大模型 ：large language model(abstract)；language model(abstract)

RankMixer: Scaling Up Ranking Models in Industrial Recommenders

Jie Zhu, Zhifang Fan, Xiaoxie Zhu, Yuchen Jiang, Hangyu Wang, Xintian Han, Haoran Ding, Xinmin Wang, Wenlin Zhao, Zhen Gong, Huizhi Yang, Zheng Chai, Zhe Chen, Yuchao Zheng, Qiwei Chen, Feng Zhang, Xun Zhou, Peng Xu, Xiao Yang, Di Wu, Zuotao Liu

专题命中 领域大模型 ：large language model(abstract)；language model(abstract)

Beyond Manual Annotation: A Human-AI Collaborative Framework for Medical Image Segmentation Using Only "Better or Worse" Expert Feedback

Yizhe Zhang

机构 * Nanjing University of Science and Technology（南京理工大学） 纠错

专题命中 领域大模型 ：foundation model(abstract)；分类 cs.LG

Comments 10 pages, 6 figures

Improving Similar Case Retrieval Ranking Performance By Revisiting RankSVM

Yuqi Liu, Yan Zheng

机构 * China University of Political Science and Law（中国政法大学） 纠错

专题命中 领域大模型 ：language model(abstract)；分类 cs.CL