语言大模型 / LLM

MORE-CLEAR: Multimodal Offline Reinforcement learning for Clinical notes Leveraged Enhanced State Representation

Yooseok Lim, ByoungJun Jeon, Seong-A Park, Jisoo Lee, Sae Won Choi, Chang Wook Jeong, Ho-Geol Ryu, Hongyeol Lee, Hyun-Lim Yang

机构 * Seoul National University Hospital（首尔国立大学医院） 纠错

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

Comments 18 pages, 5 figures

Semi-automated Fact-checking in Portuguese: Corpora Enrichment using Retrieval with Claim extraction

Juliana Resplande Sant'anna Gomes, Arlindo Rodrigues Galvão Filho

机构 * Universidade Federal de Goiás (UFG)（巴西戈亚尼亚联邦大学） 纠错

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

Comments Master Thesis in Computer Science at Federal University on Goias (UFG). Written in Portuguese

Explainable Recommendation with Simulated Human Feedback

Jiakai Tang, Jingsen Zhang, Zihang Tian, Xueyang Feng, Lei Wang, Xu Chen

机构 * Gaoling School of Artificial Intelligence, Renmin University of China（中国人民大学agate人工智能学院） 纠错

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

Journal ref ACM Transactions on Information Systems, Vol. 1, No. 1, Article 1 (January 2025)

CLaSP: Learning Concepts for Time-Series Signals from Natural Language Supervision

Aoi Ito, Kota Dohi, Yohei Kawaguchi

机构 * Hosei University（恒生大学） ； Hitachi Ltd.（日立株式会社） 纠错

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

OpenMed NER: Open-Source, Domain-Adapted State-of-the-Art Transformers for Biomedical NER Across 12 Public Datasets

Maziyar Panahi

机构 * CNRS Paris, France（法国巴黎国家科学研究中心） 纠错

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

Cross-Domain Web Information Extraction at Pinterest

Michael Farag, Patrick Halina, Andrey Zaytsev, Alekhya Munagala, Imtihan Ahmed, Junhao Wang

机构 * Pinterest 纠错

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

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

Kill two birds with one stone: generalized and robust AI-generated text detection via dynamic perturbations

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

机构 * China Agricultural University（中国农业大学） 纠错

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

Comments Accepted by NAACL 2025 main conference

FRASIMED: a Clinical French Annotated Resource Produced through Crosslingual BERT-Based Annotation Projection

Jamil Zaghir, Mina Bjelogrlic, Jean-Philippe Goldman, Soukaïna Aananou, Christophe Gaudet-Blavignac, Christian Lovis

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

Journal ref In Proceedings of the 2024 Joint ICCL, ELRA (LREC-COLING) (pp. 7450-7460)

The Judge Variable: Challenging Judge-Agnostic Legal Judgment Prediction

Guillaume Zambrano

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

Comments 23 pages, 24 figures shorter version submitted to JURIX 2025

psifx -- Psychological and Social Interactions Feature Extraction Package

Guillaume Rochette, Mathieu Rochat, Matthew J. Vowels

机构 * UNIL ； ETH Zurich（苏黎世联邦理工学院） ； Institute of Neuroinformatics（神经信息学研究所） ； Kivira Health（Kivira健康） 纠错

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

Recognizing Dementia from Neuropsychological Tests with State Space Models

Liming Wang, Saurabhchand Bhati, Cody Karjadi, Rhoda Au, James Glass

机构 * MIT CSAIL（麻省理工学院计算机科学与人工智能实验室） ； Boston University（波士顿大学） 纠错

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

Exploring the Frontiers of LLMs in Psychological Applications: A Comprehensive Review

Luoma Ke, Song Tong, Peng Cheng, Kaiping Peng

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

Journal ref Artif Intell Rev 58, 305 (2025)

The Responsible Development of Automated Student Feedback with Generative AI

Euan D Lindsay, Mike Zhang, Aditya Johri, Johannes Bjerva

机构 * UNESCO Centre for Problem Based Learning at Aalborg University（奥尔堡大学问题导向学习中心） ； Department of Computer Science, Aalborg University（奥尔堡大学计算机科学系） ； Technocritical Research on AI, Learning & Society Lab (trailsLAB)（人工智能、学习与社会实验室） 纠错

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

Comments Pre-print of version accepted to EDUCON 2025

Reinforcement Learning-based Feature Generation Algorithm for Scientific Data

Meng Xiao, Junfeng Zhou, Yuanchun Zhou

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

Comments 12 pages, in Chinese language, accepted by Journal of Computer Research and Development

LCDS: A Logic-Controlled Discharge Summary Generation System Supporting Source Attribution and Expert Review

Cheng Yuan, Xinkai Rui, Yongqi Fan, Yawei Fan, Boyang Zhong, Jiacheng Wang, Weiyan Zhang, Tong Ruan

机构 * East China University of Science and Technology（东华大学） ； Ruijin Hospital（瑞金医院） ； Shanghai Jiaotong University School of Medicine（上海交通大学医学院） 纠错

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

Comments ACL Demo 2025

Zero-shot Medical Event Prediction Using a Generative Pre-trained Transformer on Electronic Health Records

Ekaterina Redekop, Zichen Wang, Rushikesh Kulkarni, Mara Pleasure, Aaron Chin, Hamid Reza Hassanzadeh, Brian L. Hill, Melika Emami, William Speier, Corey W. Arnold

机构 * Biomedical AI Research Lab, University of California, Los Angeles, Los Angeles, USA（生物医学人工智能研究实验室，加州大学洛杉矶分校） ； Department of Radiology, University of California, Los Angeles, Los Angeles, USA（放射科，加州大学洛杉矶分校） ； Department of Bioengineering, University of California, Los Angeles, Los Angeles, USA（生物工程系，加州大学洛杉矶分校） ； Bioinformatics, University of California, Los Angeles, Los Angeles, USA（生物信息学，加州大学洛杉矶分校） ； Department of Pediatrics, Division of Immunology, Allergy and Rheumatology, University of California, Los Angeles, Los Angeles, USA（儿科，免疫学、过敏与风湿病学部，加州大学洛杉矶分校） ； Health Department of Information Services and Solutions, University of California, Los Angeles, University of California, Los Angeles, Los Angeles, USA（信息服务与解决方案健康部门，加州大学洛杉矶分校） ； Department of Computational Medicine, University of California Los Angeles, Los Angeles, CA, USA（计算医学系，加州大学洛杉矶分校） 纠错

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

Evaluating Hierarchical Clinical Document Classification Using Reasoning-Based LLMs

Akram Mustafa, Usman Naseem, Mostafa Rahimi Azghadi

机构 * College of Science and Engineering, James Cook University（科学与工程学院，詹姆斯库克大学） ； School of Computing, Macquarie University（计算学院，麦考瑞大学） 纠错

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

Visual-Conversational Interface for Evidence-Based Explanation of Diabetes Risk Prediction

Reza Samimi, Aditya Bhattacharya, Lucija Gosak, Gregor Stiglic, Katrien Verbert

机构 * University of Maribor（马拉堡大学） 纠错

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

Comments 18 pages, 5 figures, 7th ACM Conference on Conversational User Interfaces

Content filtering methods for music recommendation: A review

Terence Zeng, Abhishek K. Umrawal

机构 * University of Illinois Urbana-Champaign（伊利诺伊大学厄巴纳-香槟分校） 纠错

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

Comments 13 pages and 9 figures

XxaCT-NN: Structure Agnostic Multimodal Learning for Materials Science

Jithendaraa Subramanian, Linda Hung, Daniel Schweigert, Santosh Suram, Weike Ye

机构 * Toyota Research Institute（丰田研究机构） 纠错

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

Comments 10 pages, 6 figures

CodeScientist: End-to-End Semi-Automated Scientific Discovery with Code-based Experimentation

Peter Jansen, Oyvind Tafjord, Marissa Radensky, Pao Siangliulue, Tom Hope, Bhavana Dalvi Mishra, Bodhisattwa Prasad Majumder, Daniel S. Weld, Peter Clark

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

Comments 98 Pages (13 pages: main paper body; 85 pages: appendix)

Journal ref ACL 2025 (Findings)

Integrating Universal Generative AI Platforms in Educational Labs to Foster Critical Thinking and Digital Literacy

Vasiliy Znamenskiy, Rafael Niyazov, Joel Hernandez

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

Comments http://doi.org/10.5121/ijci.2025.140302

Journal ref International Journal on Cybernetics & Informatics (IJCI) Vol.14, No.3, June 2025

Exploring the Structure of AI-Induced Language Change in Scientific English

Riley Galpin, Bryce Anderson, Tom S. Juzek

机构 * Florida State University（佛罗里达州立大学） 纠错

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

Comments Accepted and published at FLAIRS 38. 8 pages, 4 figures, 1 table. Licensed under CC BY-NC-SA 4.0

Journal ref The International FLAIRS Conference Proceedings (Vol. 38), 2025

Overview of the ClinIQLink 2025 Shared Task on Medical Question-Answering

Brandon Colelough, Davis Bartels, Dina Demner-Fushman

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

Comments 10 pages, 5 figures

Second Opinion Matters: Towards Adaptive Clinical AI via the Consensus of Expert Model Ensemble

Amit Kumthekar, Zion Tilley, Henry Duong, Bhargav Patel, Michael Magnoli, Ahmed Omar, Ahmed Nasser, Chaitanya Gharpure, Yevgen Reztzov

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

Comments 23 pages, 11 figures

Rethinking Test-Time Scaling for Medical AI: Model and Task-Aware Strategies for LLMs and VLMs

Gyutaek Oh, Seoyeon Kim, Sangjoon Park, Byung-Hoon Kim

机构 * Department of Biomedical Systems Informatics, Yonsei University College of Medicine（生物医学系统信息学系，延世大学医学院） ； Yonsei University College of Medicine（延世大学医学院） ； Department of Radiation Oncology, Yonsei University College of Medicine（放射肿瘤学系，延世大学医学院） ； Department of Biomedical Systems Informatics and the Department of Psychiatry, Yonsei University College of Medicine（生物医学系统信息学系和精神病学系，延世大学医学院） ； Institute for Innovation in Digital Healthcare, Yonsei University（数字医疗创新研究所，延世大学） 纠错

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

Comments 11 pages, 6 figures

Converting Annotated Clinical Cases into Structured Case Report Forms

Pietro Ferrazzi, Alberto Lavelli, Bernardo Magnini

机构 * First Author Affiliation（第一作者机构） ； Second Author Affiliation（第二作者机构） 纠错

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

Comments to be published in BioNLP 2025

Can LLMs Ground when they (Don't) Know: A Study on Direct and Loaded Political Questions

Clara Lachenmaier, Judith Sieker, Sina Zarrieß

机构 * Computational Linguistics, Department of Linguistics Bielefeld University（语言学计算系，语言学系比勒菲尔德大学） 纠错

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

Comments Preprint accepted at ACL Main Conference 2025

Low-resource domain adaptation while minimizing energy and hardware resource consumption

Hernán Maina, Nicolás Wolovick, Luciana Benotti

机构 * FAMAF, Universidad Nacional de Córdoba（科罗纳大学福马夫学院） ； CONICET, Argentina（阿根廷国家科学与技术委员会） 纠错

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

Comments A shorter version of this work was accepted as a two-page abstract for presentation at the Widening Natural Language Processing (WiNLP) 2023 Workshop. That version was not publicly released, and this is the first public version of the work