语言大模型 / LLM

Leveraging a Multi-Agent LLM-Based System to Educate Teachers in Hate Incidents Management

Ewelina Gajewska, Michal Wawer, Katarzyna Budzynska, Jarosław A. Chudziak

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

Comments 8 pages, 1 figure

Journal ref The 26th International Conference on Artificial Intelligence in Education (AIED 2025)

Foundation Model Empowered Synesthesia of Machines (SoM): AI-native Intelligent Multi-Modal Sensing-Communication Integration

Xiang Cheng, Boxun Liu, Xuanyu Liu, Ensong Liu, Ziwei Huang

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

Measuring Faithfulness and Abstention: An Automated Pipeline for Evaluating LLM-Generated 3-ply Case-Based Legal Arguments

Li Zhang, Morgan Gray, Jaromir Savelka, Kevin D. Ashley

机构 * Intelligent Systems Program, University of Pittsburgh（匹兹堡大学智能系统项目） ； School of Computer Science, Carnegie Mellon University（卡内基梅隆大学计算机科学学院） 纠错

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

Comments 11 pages, 7th Workshop on Automated Semantic Analysis of Information in Legal Text @ ICAIL 2025, 16 June 2025, Chicago, IL

Many Heads Are Better Than One: Improved Scientific Idea Generation by A LLM-Based Multi-Agent System

Haoyang Su, Renqi Chen, Shixiang Tang, Zhenfei Yin, Xinzhe Zheng, Jinzhe Li, Biqing Qi, Qi Wu, Hui Li, Wanli Ouyang, Philip Torr, Bowen Zhou, Nanqing Dong

机构 * Shanghai Artificial Intelligence Laboratory（上海人工智能实验室） ； Shanghai Innovation Institute（上海创新研究院） ； Department of Engineering Science, University of Oxford（牛津大学工程科学系） ； Shanghai Institute for Science of Science（上海科学研究院） ； Department of Information Engineering, Chinese University of Hong Kong（香港中文大学信息工程系） ； Department of Electronic Engineering, Tsinghua University（清华大学电子工程系） 纠错

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

Comments Accepted by ACL 2025 Main Conference

Papers-to-Posts: Supporting Detailed Long-Document Summarization with an Interactive LLM-Powered Source Outline

Marissa Radensky, Daniel S. Weld, Joseph Chee Chang, Pao Siangliulue, Jonathan Bragg

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

Comments Revised for clearer message

ALCM: Autonomous LLM-Augmented Causal Discovery Framework

Elahe Khatibi, Mahyar Abbasian, Zhongqi Yang, Iman Azimi, Amir M. Rahmani

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

AI-University: An LLM-based platform for instructional alignment to scientific classrooms

Mostafa Faghih Shojaei, Rahul Gulati, Benjamin A. Jasperson, Shangshang Wang, Simone Cimolato, Dangli Cao, Willie Neiswanger, Krishna Garikipati

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

Comments 10 pages, 3 figures

MoECollab: Democratizing LLM Development Through Collaborative Mixture of Experts

Harshit

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

RetinalGPT: A Retinal Clinical Preference Conversational Assistant Powered by Large Vision-Language Models

Wenhui Zhu, Xin Li, Xiwen Chen, Peijie Qiu, Vamsi Krishna Vasa, Xuanzhao Dong, Yanxi Chen, Natasha Lepore, Oana Dumitrascu, Yi Su, Yalin Wang

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

CPRM: A LLM-based Continual Pre-training Framework for Relevance Modeling in Commercial Search

Kaixin Wu, Yixin Ji, Zeyuan Chen, Qiang Wang, Cunxiang Wang, Hong Liu, Baijun Ji, Jia Xu, Zhongyi Liu, Jinjie Gu, Yuan Zhou, Linjian Mo

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

Comments NAACL 2025

SciPIP: An LLM-based Scientific Paper Idea Proposer

Wenxiao Wang, Lihui Gu, Liye Zhang, Yunxiang Luo, Yi Dai, Chen Shen, Liang Xie, Binbin Lin, Xiaofei He, Jieping Ye

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

Comments 20 pages, 5 figures, 12 tables. The code has been availabel: https://github.com/cheerss/SciPIP

Solving the Content Gap in Roblox Game Recommendations: LLM-Based Profile Generation and Reranking

Chen Wang, Xiaokai Wei, Yexi Jiang, Frank Ong, Kevin Gao, Xiao Yu, Zheng Hui, Se-eun Yoon, Philip Yu, Michelle Gong

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

SPRec: Self-Play to Debias LLM-based Recommendation

Chongming Gao, Ruijun Chen, Shuai Yuan, Kexin Huang, Yuanqing Yu, Xiangnan He

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

Comments Accepted by WWW 2025

LLM-Mediated Domain-Specific Voice Agents: The Case of TextileBot

Shu Zhong, Elia Gatti, James Hardwick, Miriam Ribul, Youngjun Cho, Marianna Obrist

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

Comments Published at Behaviour and Information Technology Journal

Aviary: training language agents on challenging scientific tasks

Siddharth Narayanan, James D. Braza, Ryan-Rhys Griffiths, Manu Ponnapati, Albert Bou, Jon Laurent, Ori Kabeli, Geemi Wellawatte, Sam Cox, Samuel G. Rodriques, Andrew D. White

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

TalkWithMachines: Enhancing Human-Robot Interaction for Interpretable Industrial Robotics Through Large/Vision Language Models

Ammar N. Abbas, Csaba Beleznai

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

Comments This paper has been accepted for publication in the proceedings of the 2024 Eighth IEEE International Conference on Robotic Computing (IRC)

xVal: A Continuous Numerical Tokenization for Scientific Language Models

Siavash Golkar, Mariel Pettee, Michael Eickenberg, Alberto Bietti, Miles Cranmer, Geraud Krawezik, Francois Lanusse, Michael McCabe, Ruben Ohana, Liam Parker, Bruno Régaldo-Saint Blancard, Tiberiu Tesileanu, Kyunghyun Cho, Shirley Ho

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

Comments 15 pages, 12 figures. Appendix: 8 pages, 2 figures. Accepted contribution at the NeurIPS Workshop on ML for the Physical Sciences

CriticAL: Critic Automation with Language Models

Michael Y. Li, Vivek Vajipey, Noah D. Goodman, Emily B. Fox

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

ControlAgent: Automating Control System Design via Novel Integration of LLM Agents and Domain Expertise

Xingang Guo, Darioush Keivan, Usman Syed, Lianhui Qin, Huan Zhang, Geir Dullerud, Peter Seiler, Bin Hu

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

Representation Learning of Structured Data for Medical Foundation Models

Vijay Prakash Dwivedi, Viktor Schlegel, Andy T. Liu, Thanh-Tung Nguyen, Abhinav Ramesh Kashyap, Jeng Wei, Wei-Hsian Yin, Stefan Winkler, Robby T. Tan

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

Comments NeurIPS 2024 Workshop on Unifying Representations in Neural Models (UniReps 2024)

Dr-LLaVA: Visual Instruction Tuning with Symbolic Clinical Grounding

Shenghuan Sun, Alexander Schubert, Gregory M. Goldgof, Zhiqing Sun, Thomas Hartvigsen, Atul J. Butte, Ahmed Alaa

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

Comments Code available at: https://github.com/AlaaLab/Dr-LLaVA

MALADE: Orchestration of LLM-powered Agents with Retrieval Augmented Generation for Pharmacovigilance

Jihye Choi, Nils Palumbo, Prasad Chalasani, Matthew M. Engelhard, Somesh Jha, Anivarya Kumar, David Page

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

Comments Paper published at Machine Learning for Healthcare 2024 (MLHC'24)

Agentic LLM Workflows for Generating Patient-Friendly Medical Reports

Malavikha Sudarshan, Sophie Shih, Estella Yee, Alina Yang, John Zou, Cathy Chen, Quan Zhou, Leon Chen, Chinmay Singhal, George Shih

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

Comments 12 pages, 7 figures

PenHeal: A Two-Stage LLM Framework for Automated Pentesting and Optimal Remediation

Junjie Huang, Quanyan Zhu

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

Industrial Language-Image Dataset (ILID): Adapting Vision Foundation Models for Industrial Settings

Keno Moenck, Duc Trung Thieu, Julian Koch, Thorsten Schüppstuhl

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

Comments Dataset at https://github.com/kenomo/ilid training- and evaluation-related code at https://github.com/kenomo/industrial-clip

Interpretable Cross-Examination Technique (ICE-T): Using highly informative features to boost LLM performance

Goran Muric, Ben Delay, Steven Minton

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

Distinguishing the Knowable from the Unknowable with Language Models

Gustaf Ahdritz, Tian Qin, Nikhil Vyas, Boaz Barak, Benjamin L. Edelman

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

Diversity Measures: Domain-Independent Proxies for Failure in Language Model Queries

Noel Ngu, Nathaniel Lee, Paulo Shakarian

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

Enhance Multi-domain Sentiment Analysis of Review Texts through Prompting Strategies

Yajing Wang, Zongwei Luo

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

OpenAGI: When LLM Meets Domain Experts

Yingqiang Ge, Wenyue Hua, Kai Mei, Jianchao Ji, Juntao Tan, Shuyuan Xu, Zelong Li, Yongfeng Zhang

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

Comments In NeurIPS 2023