语言大模型 / LLM

Emotions, Context, and Substance Use in Adolescents: A Large Language Model Analysis of Reddit Posts

Jianfeng Zhu, Hailong Jiang, Yulan Wang, Karin G. Coifman, Ruoming Jin, Deric R. Kenne

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

Comments 19 pages, 5 figures

Identifying and Analyzing Performance-Critical Tokens in Large Language Models

Yu Bai, Heyan Huang, Cesare Spinoso-Di Piano, Marc-Antoine Rondeau, Sanxing Chen, Yang Gao, Jackie Chi Kit Cheung

机构 * Mila 纠错

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

Comments AAAI 2026

Out-of-Distribution Detection with Positive and Negative Prompt Supervision Using Large Language Models

Zhixia He, Chen Zhao, Minglai Shao, Xintao Wu, Xujiang Zhao, Dong Li, Qin Tian, Linlin Yu

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

KGQuest: Template-Driven QA Generation from Knowledge Graphs with LLM-Based Refinement

Sania Nayab, Marco Simoni, Giulio Rossolini, Andrea Saracino

机构 * Scuola Superiore Sant’Anna, Pisa, Italy（圣安娜高等学院） ； Sapienza University of Rome, Rome, Italy（罗马萨皮恩扎大学） ； Institute of Informatics and Telematics, National Research Council of Italy (CNR)（意大利信息与电信研究所，国家研究理事会（CNR）） 纠错

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

ICL-Router: In-Context Learned Model Representations for LLM Routing

Chenxu Wang, Hao Li, Yiqun Zhang, Linyao Chen, Jianhao Chen, Ping Jian, Peng Ye, Qiaosheng Zhang, Shuyue Hu

机构 * Shanghai Artificial Intelligence Laboratory（上海人工智能实验室） 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

Comments Accepted by AAAI 2026

Short-Window Sliding Learning for Real-Time Violence Detection via LLM-based Auto-Labeling

Seoik Jung, Taekyung Song, Yangro Lee, Sungjun Lee

机构 * PIA-SPACE Inc.（PIA-SPACE公司） 纠错

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

Comments 5 pages, 2 figures. Accepted paper for the IEIE (Institute of Electronics and Information Engineers) Fall Conference 2025. Presentation on Nov 27, 2025

Learn to Select: Exploring Label Distribution Divergence for In-Context Demonstration Selection in Text Classification

Ye Jiang, Taihang Wang, Youzheng Liu, Yimin Wang, Yuhan Xia, Yunfei Long

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

Are language models rational? The case of coherence norms and belief revision

Thomas Hofweber, Peter Hase, Elias Stengel-Eskin, Mohit Bansal

机构 * Department of Philosophy University of North Carolina at Chapel Hill（哲学系北卡罗来纳大学教堂山分校） ； Department of Computer Science University of North Carolina at Chapel Hill（计算机科学系北卡罗来纳大学教堂山分校） ； Department of Computer Science University of Texas at Austin（计算机科学系德克萨斯大学奥斯汀分校） 纠错

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

Comments substantial expansions of sections 4 and 5, updated references, numerous smaller additions and clarifications

Hybrid Quantum Transformer for Language Generation

Desheng Kong, Xiangshuo Cui, Jiaying Jin, Jing Xu, Donglin Wang

机构 * Nankai University（南开大学） ； Beijing Sursen Information Technology Co., Ltd（北京搜森信息技术有限公司） 纠错

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

When Genes Speak: A Semantic-Guided Framework for Spatially Resolved Transcriptomics Data Clustering

Jiangkai Long, Yanran Zhu, Chang Tang, Kun Sun, Yuanyuan Liu, Xuesong Yan

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

Comments AAAI'2026 poster paper. 12 pages, 8 figures

Analysing Personal Attacks in U.S. Presidential Debates

Ruban Goyal, Rohitash Chandra, Sonit Singh

机构 * School of Computer Science and Engineering, University of New South Wales（计算机科学与工程学院，新南威尔士大学） ； School of Mathematics and Statistics, University of New South Wales（数学与统计学学院，新南威尔士大学） 纠错

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

Comments 13 pages

Designing AI-Agents with Personalities: A Psychometric Approach

Muhua Huang, Xijuan Zhang, Christopher Soto, James Evans

机构 * Stanford University（斯坦福大学） ； University of Chicago Knowledge Lab（芝加哥大学知识实验室） ； Chicago Center for Computational Social Science（芝加哥计算社会科学中心） ； York University（约克大学） ； Colby College（科尔比学院） 纠错

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

Studies with impossible languages falsify LMs as models of human language

Jeffrey S. Bowers, Jeff Mitchell

专题命中 其他LLM ：language model(abstract,comments)；分类 cs.CL

Comments Commentary on Futrell, R., & Mahowald, K. arXiv:2501.17047 (in press). How linguistics learned to stop worrying and love the language models. Behavioural and Brain Sciences

Questioning the Stability of Visual Question Answering

Amir Rosenfeld, Neta Glazer, Ethan Fetaya

机构 * Bar-Ilan University（巴伊兰大学） 纠错

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

A Robot That Listens: Enhancing Self-Disclosure and Engagement Through Sentiment-based Backchannels and Active Listening

Hieu Tran, Go-Eum Cha, Sooyeon Jeong

机构 * Department of Computer Science, Purdue University（计算机科学系，普渡大学） 纠错

专题命中 其他LLM ：LLM(abstract)

GELATO: Multi-Instruction Trajectory Reshaping via Geometry-Aware Multiagent-based Orchestration

Junhui Huang, Yuhe Gong, Changsheng Li, Xingguang Duan, Luis Figueredo

机构 * Beijing Institute of Technology (BIT)（北京理工大学） ； School of Computer Science, University of Nottingham（诺丁汉大学计算机学院） 纠错

专题命中 其他LLM ：LLM(abstract)