语言大模型 / LLM

DKG-LLM : A Framework for Medical Diagnosis and Personalized Treatment Recommendations via Dynamic Knowledge Graph and Large Language Model Integration

Ali Sarabadani, Maryam Abdollahi Shamami, Hamidreza Sadeghsalehi, Borhan Asadi, Saba Hesaraki

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

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

Learning by Teaching: Engaging Students as Instructors of Large Language Models in Computer Science Education

Xinming Yang, Haasil Pujara, Jun Li

机构 * The Graduate Center, CUNY（CUNY研究生中心） ； Hunter College, CUNY（CUNY霍顿学院） ； Queens College & The Graduate Center, CUNY（CUNY皇后学院及研究生中心） 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

Comments Published at COLM 2025

Lessons from A Large Language Model-based Outdoor Trail Recommendation Chatbot with Retrieval Augmented Generation

Julia Ann Mathew, Suining He

机构 * University of Connecticut（康涅狄格大学） ； School of Computing（计算学院） 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.AI

Comments 4 pages, UrbComp 2025

Automatic Semantic Alignment of Flow Pattern Representations for Exploration with Large Language Models

Weihan Zhang, Jun Tao

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

Comments Accepted by IEEE VIS 2025

Enhancing Decision Analysis with a Large Language Model: pyDecision a Comprehensive Library of MCDA Methods in Python

Valdecy Pereira, Marcio Pereira Basilio, Carlos Henrique Tarjano SantosCarlos Henrique Tarjano Santos

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

Comments 23 pages, 2 figures

Hand by Hand: LLM Driving EMS Assistant for Operational Skill Learning

Wei Xiang, Ziyue Lei, Haoyuan Che, Fangyuan Ye, Xueting Wu, Lingyun Sun

机构 * Zhejiang University（浙江大学） 纠错

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

Comments Accepted by IJCAI 2025

CLAPP: The CLASS LLM Agent for Pair Programming

Santiago Casas, Christian Fidler, Boris Bolliet, Francisco Villaescusa-Navarro, Julien Lesgourgues

机构 * Institute for Theoretical Particle Physics and Cosmology (TTK)（理论粒子物理与宇宙学研究所） ； RWTH Aachen University（亚琛工业大学） ； German Aerospace Center (DLR)（德国航空航天中心） ； Kavli Institute for Cosmology（卡弗里宇宙研究所） ； University of Cambridge（剑桥大学） ； Center for Computational Astrophysics（计算天体物理学中心） ； Flatiron Institute（Flatiron研究所） ； Department of Astrophysical Sciences（天体物理科学系） ； Princeton University（普林斯顿大学） 纠错

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

Comments Code: https://github.com/santiagocasas/clapp, Streamlit app: https://classclapp.streamlit.app

The Problem of Atypicality in LLM-Powered Psychiatry

Bosco Garcia, Eugene Y. S. Chua, Harman Singh Brah

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

Comments Preprint of 8/8/2025 -- please cite published version. This article has been published in the Journal of Medical Ethics (2025) following peer review and can also be viewed on the journal's website at 10.1136/jme-2025-110972

Beyond Single Labels: Improving Conversational Recommendation through LLM-Powered Data Augmentation

Haozhe Xu, Xiaohua Wang, Changze Lv, Xiaoqing Zheng

机构 * School of Computer Science, Fudan University（复旦大学计算机科学学院） 纠错

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

ProsodyLM: Uncovering the Emerging Prosody Processing Capabilities in Speech Language Models

Kaizhi Qian, Xulin Fan, Junrui Ni, Slava Shechtman, Mark Hasegawa-Johnson, Chuang Gan, Yang Zhang

机构 * IBM Research（IBM研究院） ； MIT-IBM Watson AI Lab（MIT-IBM Watson人工智能实验室） ； University of Illinois at Urbana-Champaign（伊利诺伊大学厄巴纳-香槟分校） ； UMass Amherst（马萨诸塞大学阿姆赫斯特分校） 纠错

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

Your other Left! Vision-Language Models Fail to Identify Relative Positions in Medical Images

Daniel Wolf, Heiko Hillenhagen, Billurvan Taskin, Alex Bäuerle, Meinrad Beer, Michael Götz, Timo Ropinski

机构 * Visual Computing Group, Institute of Media Informatics, Ulm University, Germany（媒体信息研究所视觉计算组，乌尔姆大学，德国） ； Diagnostic and Interventional Radiology, Ulm University Medical Center, Germany（乌尔姆大学医学中心诊断与介入放射学） ； Axiom Bio, USA（Axiom Bio公司，美国） 纠错

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

Comments Accepted at the International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI) 2025

An Effective Approach for Node Classification in Textual Graphs

Rituparna Datta, Nibir Chandra Mandal

机构 * University of Virginia（弗吉尼亚大学） 纠错

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

A Humanoid Social Robot as a Teaching Assistant in the Classroom

Thomas Sievers

机构 * Institute of Information Systems, University of Lübeck（吕贝克大学信息系统研究所） 纠错

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

Automated Creation of the Legal Knowledge Graph Addressing Legislation on Violence Against Women: Resource, Methodology and Lessons Learned

Claudia dAmato, Giuseppe Rubini, Francesco Didio, Donato Francioso, Fatima Zahra Amara, Nicola Fanizzi

机构 * Computer Science Department, University of Bari Aldo Moro（巴里阿尔多·莫罗大学计算机科学系） 纠错

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

Open-Source Agentic Hybrid RAG Framework for Scientific Literature Review

Aditya Nagori, Ricardo Accorsi Casonatto, Ayush Gautam, Abhinav Manikantha Sai Cheruvu, Rishikesan Kamaleswaran

机构 * Department of Surgery, Department of Anesthesiology, Duke University School of Medicine Durham North Carolina United States ； Faculty of Technology, University of Brasilia Brasilia Federal District Brazil ； Indian Institute of Technology Goa Goa India ； Birla Institute of Technology \& Science Pilani Hyderabad India ； Department of Electrical ； Computer Engineering, Duke University Pratt School of Engineering Department of Surgery, Department of Anesthesiology, Duke University School of Medicine Durham North Carolina United States ； Department of Surgery, Department of Anesthesiology, Duke University School of Medicine ； Faculty of Technology, University of Brasilia ； Indian Institute of Technology Goa ； Birla Institute of Technology \& Science Pilani ； Computer Engineering, Duke University Pratt School of Engineering 纠错

专题命中 领域大模型 ：instruction tuning(abstract)；preference optimization(abstract)；分类 cs.AI

Adversarial Topic-aware Prompt-tuning for Cross-topic Automated Essay Scoring

Chunyun Zhang, Hongyan Zhao, Chaoran Cui, Qilong Song, Zhiqing Lu, Shuai Gong, Kailin Liu

机构 * Shandong University of Finance and Economics（山东财经大学） ； University of Toronto（多伦多大学） 纠错

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

What the F*ck Is Artificial General Intelligence?

Michael Timothy Bennett

机构 * The Australian National University（澳大利亚国立大学） 纠错

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

Comments Preprint; paper accepted to and forthcoming in Springer Nature LNCS as part of the 2025 AGI proceedings; 10 pages;

Journal ref Artificial General Intelligence. 2025. Lecture Notes in Computer Science, vol 16057. Springer Nature (2026)

SAM Encoder Breach by Adversarial Simplicial Complex Triggers Downstream Model Failures

Yi Qin, Rui Wang, Tao Huang, Tong Xiao, Liping Jing

机构 * State Key Laboratory of Advanced Rail Autonomous Operation（先进轨道交通自主运行状态关键实验室） ； Beijing Key Lab of Traffic Data Mining and Embodied Intelligence（北京交通数据挖掘与具身智能重点实验室） ； Collaborative Innovation Center of Railway Traffic Safety（铁路交通安全协同创新中心） ； National Engineering Research Center of Rail Transportation Operation and Control System（铁路运输操作与控制系统国家工程研究中心） ； School of Computer Science and Technology, Beijing Jiaotong University（北京交通大学计算机科学与技术学院） ； School of Automation and Intelligence, Beijing Jiaotong University（北京交通大学自动化与智能学院） 纠错

专题命中 领域大模型 ：foundation model(abstract)

Comments 8 pages,recived by ICCV2025