语言大模型 / LLM

ColorGPT: Leveraging Large Language Models for Multimodal Color Recommendation

Ding Xia, Naoto Inoue, Qianru Qiu, Kotaro Kikuchi

机构 * The University of Tokyo（东京大学） ； CyberAgent AI Lab（CyberAgent AI实验室） 纠错

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

Comments Accepted to ICDAR2025

TurQUaz at CheckThat! 2025: Debating Large Language Models for Scientific Web Discourse Detection

Tarık Saraç, Selin Mergen, Mucahid Kutlu

机构 * TOBB University of Economics（经济技术大学） ； Qatar University（卡塔尔大学） 纠错

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

Evaluating Large Language Models for Automated Clinical Abstraction in Pulmonary Embolism Registries: Performance Across Model Sizes, Versions, and Parameters

Mahmoud Alwakeel, Emory Buck, Jonathan G. Martin, Imran Aslam, Sudarshan Rajagopal, Jian Pei, Mihai V. Podgoreanu, Christopher J. Lindsell, An-Kwok Ian Wong

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

When the Domain Expert Has No Time and the LLM Developer Has No Clinical Expertise: Real-World Lessons from LLM Co-Design in a Safety-Net Hospital

Avni Kothari, Patrick Vossler, Jean Digitale, Mohammad Forouzannia, Elise Rosenberg, Michele Lee, Jennee Bryant, Melanie Molina, James Marks, Lucas Zier, Jean Feng

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

LLM-Lasso: A Robust Framework for Domain-Informed Feature Selection and Regularization

Erica Zhang, Ryunosuke Goto, Naomi Sagan, Jurik Mutter, Nick Phillips, Ash Alizadeh, Kangwook Lee, Jose Blanchet, Mert Pilanci, Robert Tibshirani

机构 * Stanford University School of Engineering（斯坦福大学工程学院） ； Stanford University School of Medicine（斯坦福大学医学院） ； Stanford University Department of Statistics（斯坦福大学统计学系） ； University of Wisconsin-Madison（威斯康星大学麦迪逊分校） 纠错

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

Comments 21 pages, 16 figures

DepressLLM: Interpretable domain-adapted language model for depression detection from real-world narratives

Sehwan Moon, Aram Lee, Jeong Eun Kim, Hee-Ju Kang, Il-Seon Shin, Sung-Wan Kim, Jae-Min Kim, Min Jhon, Ju-Wan Kim

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

VisionUnite: A Vision-Language Foundation Model for Ophthalmology Enhanced with Clinical Knowledge

Zihan Li, Diping Song, Zefeng Yang, Deming Wang, Fei Li, Xiulan Zhang, Paul E. Kinahan, Yu Qiao

机构 * Shanghai Artificial Intelligence Laboratory（上海人工智能实验室） ； University of Washington（华盛顿大学） ； Shenzhen Institutes of Advanced Technology（深圳先进技术研究所） ； Chinese Academy of Sciences（中国科学院） ； State Key Laboratory of Ophthalmology（眼科学国家重点实验室） ； Zhongshan Ophthalmic Center（中山眼科中心） ； Sun Yat-sen University（中山大学） ； Guangdong Provincial Key Laboratory of Ophthalmology and Visual Science（广东省眼科学与视觉科学重点实验室） ； Guangdong Provincial Clinical Research Center for Ocular Diseases（广东省眼科临床研究中心） ； Department of Bioengineering（生物工程系） ； Department of Radiology（放射科） 纠错

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

Comments Accepted by IEEE TPAMI, 14 pages, 15 tables, 4 figures with Appendix

DreamStory: Open-Domain Story Visualization by LLM-Guided Multi-Subject Consistent Diffusion

Huiguo He, Huan Yang, Zixi Tuo, Yuan Zhou, Qiuyue Wang, Yuhang Zhang, Zeyu Liu, Wenhao Huang, Hongyang Chao, Jian Yin

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） ； School of Artificial Intelligence, Sun Yat-sen University（中山大学人工智能学院） 纠错

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

Comments Accepted by TPAMI

Using LLMs to Capture Users' Temporal Context for Recommendation

Milad Sabouri, Masoud Mansoury, Kun Lin, Bamshad Mobasher

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

Temporal User Profiling with LLMs: Balancing Short-Term and Long-Term Preferences for Recommendations

Milad Sabouri, Masoud Mansoury, Kun Lin, Bamshad Mobasher

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

Evaluating Trust in AI, Human, and Co-produced Feedback Among Undergraduate Students

Audrey Zhang, Yifei Gao, Wannapon Suraworachet, Tanya Nazaretsky, Mutlu Cukurova

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, 6 figures. Under review at Assessment and Evaluation in Higher Education

HINTs: Sensemaking on large collections of documents with Hypergraph visualization and INTelligent agents

Sam Yu-Te Lee, Kwan-Liu Ma

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

Journal ref IEEE Transactions on Visualization and Computer Graphics, vol. 31, no. 9, pp. 5532-5546, Sept. 2025

Addressing Bias in VLMs for Glaucoma Detection Without Protected Attribute Supervision

Ahsan Habib Akash, Greg Murray, Annahita Amireskandari, Joel Palko, Carol Laxson, Binod Bhattarai, Prashnna Gyawali

机构 * West Virginia University（西弗吉尼亚大学） ； University of Aberdeen（阿伯丁大学） 纠错

专题命中 领域大模型 ：language model(abstract)

Comments 3rd Workshop in Data Engineering in Medical Imaging (DEMI), MICCAI-2025 Workshop

DeCRED: Decoder-Centric Regularization for Encoder-Decoder Based Speech Recognition

Alexander Polok, Santosh Kesiraju, Karel Beneš, Bolaji Yusuf, Lukáš Burget, Jan Černocký

专题命中 领域大模型 ：language model(abstract)

Comments Accepted at IEEE ASRU 2025

$\text{M}^{2}$LLM: Multi-view Molecular Representation Learning with Large Language Models

Jiaxin Ju, Yizhen Zheng, Huan Yee Koh, Can Wang, Shirui Pan

机构 * School of Information and Communication Technology, Griffith University（格里菲斯大学信息与通信技术学院） ； Department of Data Science and AI, Monash University（莫纳什大学数据科学与人工智能系） ； Drug Discovery Biology, Monash Institute of Pharmaceutical Sciences, Monash University（莫纳什大学药学科学研究所药物发现生物学部） 纠错

专题命中 知识编辑与模型理解 ：LLM(title,abstract)；large language model(title,abstract)；language model(title,abstract)；分类 cs.CL、cs.AI、cs.LG

Comments IJCAI 2025

Distilling Knowledge from Large Language Models: A Concept Bottleneck Model for Hate and Counter Speech Recognition

Roberto Labadie-Tamayo, Djordje Slijepčević, Xihui Chen, Adrian Jaques Böck, Andreas Babic, Liz Freimann, Christiane Atzmüller Matthias Zeppelzauer

机构 * St.Pölten University of Applied Sciences（施普伦茨大学应用科学学院） ； University of Vienna（维也纳大学） 纠错

专题命中 知识编辑与模型理解 ：large language model(title,abstract)；language model(title,abstract)；分类 cs.CL、cs.AI、cs.LG

Comments 33 pages, 10 figures, This is a preprint of a manuscript accepted for publication in Information Processing & Management (Elsevier)

From Pixels to Tokens: Revisiting Object Hallucinations in Large Vision-Language Models

Yuying Shang, Xinyi Zeng, Yutao Zhu, Xiao Yang, Zhengwei Fang, Jingyuan Zhang, Jiawei Chen, Zinan Liu, Yu Tian

机构 * University of Chinese Academy of Sciences（中国科学院大学） ； Dept. of Comp. Sci. and Tech., Institute for AI, Tsinghua University（计算机科学与技术系，人工智能研究院，清华大学） ； Gaoling School of Artificial Intelligence, Renmin University of China（人工智能学院，中国人民大学） ； Kuaishou Technology Inc.（快手科技有限公司） ； Shanghai Key Laboratory of Multi. Info. Processing, East China Normal University（多信息处理重点实验室，华东师范大学） 纠错

专题命中 知识编辑与模型理解 ：language model(title,abstract)；分类 cs.CL

Dynamic Uncertainty-aware Multimodal Fusion for Outdoor Health Monitoring

Zihan Fang, Zheng Lin, Senkang Hu, Yihang Tao, Yiqin Deng, Xianhao Chen, Yuguang Fang

机构 * Hong Kong JC STEM Lab of Smart City and Department of Computer Science, City University of Hong Kong（香港JC STEM实验室及城市大学计算机科学系） 纠错

专题命中 知识编辑与模型理解 ：large language model(abstract)；language model(abstract)；分类 cs.AI、cs.LG

Comments 14 pages, 10 figures

A Dual-Axis Taxonomy of Knowledge Editing for LLMs: From Mechanisms to Functions

Amir Mohammad Salehoof, Ali Ramezani, Yadollah Yaghoobzadeh, Majid Nili Ahmadabadi

机构 * Department of Electrical and Computer Engineering（电气与计算机工程系） 纠错

专题命中 知识编辑与模型理解 ：large language model(abstract)；language model(abstract)；分类 cs.CL、cs.AI

Comments 13 pages, 1 figure

Conformal Linguistic Calibration: Trading-off between Factuality and Specificity

Zhengping Jiang, Anqi Liu, Benjamin Van Durme

机构 * Johns Hopkins University（约翰霍普金斯大学） 纠错

专题命中 知识编辑与模型理解 ：language model(abstract)；prompting(abstract)；分类 cs.CL、cs.LG

Activation Steering for Bias Mitigation: An Interpretable Approach to Safer LLMs

Shivam Dubey

机构 * Indian Institute of Technology Madras（印度理工学院马德拉斯学院） 纠错

专题命中 知识编辑与模型理解 ：large language model(abstract)；language model(abstract)；分类 cs.AI

Envisioning Generative Artificial Intelligence in Cartography and Mapmaking

Yuhao Kang, Chenglong Wang

专题命中 知识编辑与模型理解 ：large language model(abstract)；language model(abstract)

Comments 9 pages, 6 figures

What Changed and What Could Have Changed? State-Change Counterfactuals for Procedure-Aware Video Representation Learning

Chi-Hsi Kung, Frangil Ramirez, Juhyung Ha, Yi-Ting Chen, David Crandall, Yi-Hsuan Tsai

机构 * Indiana University（印第安纳大学） ； National Yang-Ming Chiao-Tung University（国家阳明交通大学） ； Atmanity Inc.（Atmanity公司） 纠错

专题命中 知识编辑与模型理解 ：large language model(abstract)；language model(abstract)

Comments 16 pages, 4 figures

Journal ref International Conference on Computer Vision, ICCV 2025

Decoding-based Regression

Xingyou Song, Dara Bahri

机构 * Google DeepMind（谷歌DeepMind） 纠错

专题命中 知识编辑与模型理解 ：language model(abstract)；分类 cs.CL、cs.AI、cs.LG

Comments Published in Transactions on Machine Learning Research (TMLR) 2025. Code can be found at https://github.com/google-research/optformer/tree/main/optformer/decoding_regression

Mitigating Popularity Bias in Counterfactual Explanations using Large Language Models

Arjan Hasami, Masoud Mansoury

专题命中 其他LLM ：large language model(title,abstract)；language model(title,abstract)

Attacks and Defenses Against LLM Fingerprinting

Kevin Kurian, Ethan Holland, Sean Oesch

机构 * Oak Ridge National Laboratory（奥克兰国家实验室） 纠错

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

OmniLLP: Enhancing LLM-based Log Level Prediction with Context-Aware Retrieval

Youssef Esseddiq Ouatiti, Mohammed Sayagh, Bram Adams, Ahmed E. Hassan

机构 * Queen's University（皇后大学） ； ETS - Québec University（ETS-魁北克大学） 纠错

专题命中 其他LLM ：LLM(title,abstract)；large language model(abstract)；language model(abstract)；分类 cs.AI

Topos Theory for Generative AI and LLMs

Sridhar Mahadevan

机构 * Adobe Research and University of Massachusetts, Amherst（Adobe研究院和马萨诸塞大学） 纠错

专题命中 其他LLM ：LLM(abstract)；large language model(abstract)；language model(abstract)；分类 cs.AI

Comments 30 pages

XEmoRAG: Cross-Lingual Emotion Transfer with Controllable Intensity Using Retrieval-Augmented Generation

Tianlun Zuo, Jingbin Hu, Yuke Li, Xinfa Zhu, Hai Li, Ying Yan, Junhui Liu, Danming Xie, Lei Xie

专题命中 其他LLM ：LLM(abstract)；large language model(abstract)；language model(abstract)

Comments Accepted by ASRU 2025

OE3DIS: Open-Ended 3D Point Cloud Instance Segmentation

Phuc D. A. Nguyen, Minh Luu, Anh Tran, Cuong Pham, Khoi Nguyen

机构 * Movian AI ； Posts & Telecommunications Inst. of Tech（电信技术研究所） 纠错

专题命中 其他LLM ：large language model(abstract)；language model(abstract)；分类 cs.AI；foundation model(comments)

Comments Accepted at ICCVW'25 - OpenSUN3D: 5th Workshop on Open-World 3D Scene Understanding with Foundation Models