语言大模型 / LLM

LinguaSim: Interactive Multi-Vehicle Testing Scenario Generation via Natural Language Instruction Based on Large Language Models

Qingyuan Shi, Qingwen Meng, Hao Cheng, Qing Xu, Jianqiang Wang

机构 * National Key R&D Program of China（中华人民共和国国家重点研发计划） 纠错

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

NaViL: Rethinking Scaling Properties of Native Multimodal Large Language Models under Data Constraints

Changyao Tian, Hao Li, Gen Luo, Xizhou Zhu, Weijie Su, Hanming Deng, Jinguo Zhu, Jie Shao, Ziran Zhu, Yunpeng Liu, Lewei Lu, Wenhai Wang, Hongsheng Li, Jifeng Dai

机构 * Shanghai AI Laboratory（上海人工智能实验室） ； The Chinese University of Hong Kong（香港中文大学） ； Tsinghua University（清华大学） ； Sensetime Research（商汤科技研究院） ； Nanjing University（南京大学） 纠错

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

Comments Accepted by NeurIPS 2025. 22 pages, link: https://github.com/OpenGVLab/NaViL

Opponent Shaping in LLM Agents

Marta Emili Garcia Segura, Stephen Hailes, Mirco Musolesi

机构 * Department of Computer Science, University College London（计算机科学系，伦敦大学学院） ； Centre for Artificial Intelligence, University College London（人工智能中心，伦敦大学学院） ； Department of Computer Science, University of Bologna（计算机科学系，博洛尼亚大学） 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、cs.LG

Comments 29 pages, 15 figures, 15 tables

A Multimodal GUI Architecture for Interfacing with LLM-Based Conversational Assistants

Hans G. W. van Dam

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

Comments 24 pages, 19 figures, code available at https://github.com/hansvdam/langbar

Language Models Do Not Embed Numbers Continuously

Alex O. Davies, Roussel Nzoyem, Nirav Ajmeri, Telmo M. Silva Filho

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

Comments 12 pages, 10 figures, 3 tables

Vocabulary embeddings organize linguistic structure early in language model training

Isabel Papadimitriou, Jacob Prince

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

Mining the Mind: What 100M Beliefs Reveal About Frontier LLM Knowledge

Shrestha Ghosh, Luca Giordano, Yujia Hu, Tuan-Phong Nguyen, Simon Razniewski

机构 * University of Tübingen, Germany（图宾根大学） ； ScaDS.AI Dresden/Leipzig & TU Dresden, Germany（ScaDS.AI 德累斯顿/莱比希 & 德累斯顿技术大学） ； VNU University of Engineering and Technology, Hanoi, Vietnam（越南河内工程与技术大学） 纠错

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

FlowNIB: An Information Bottleneck Analysis of Bidirectional vs. Unidirectional Language Models

Md Kowsher, Nusrat Jahan Prottasha, Shiyun Xu, Shetu Mohanto, Ozlem Garibay, Niloofar Yousefi, Chen Chen

机构 * University of Central Florida（中央佛罗里达大学） ； University of Pennsylvania（宾夕法尼亚大学） ； Delineate Inc.（Delineate公司） 纠错

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

Agent-in-the-Loop: A Data Flywheel for Continuous Improvement in LLM-based Customer Support

Cen Mia Zhao, Tiantian Zhang, Hanchen Su, Yufeng Wayne Zhang, Shaowei Su, Mingzhi Xu, Yu Elaine Liu, Wei Han, Jeremy Werner, Claire Na Cheng, Yashar Mehdad

机构 * Airbnb, Inc.（Airbnb公司） 纠错

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

Comments EMNLP 2025 Industry Track submission (Paper #305). Preprint. Main text within the 7-page industry limit (references/appendices excluded). Contains multiple figures and tables

Bringing Graphs to the Table: Zero-shot Node Classification via Tabular Foundation Models

Adrian Hayler, Xingyue Huang, İsmail İlkan Ceylan, Michael Bronstein, Ben Finkelshtein

专题命中 其他LLM ：foundation model(title,abstract)；分类 cs.LG

Simulating Teams with LLM Agents: Interactive 2D Environments for Studying Human-AI Dynamics

Mohammed Almutairi, Charles Chiang, Haoze Guo, Matthew Belcher, Nandini Banerjee, Maria Milkowski, Svitlana Volkova, Daniel Nguyen, Tim Weninger, Michael Yankoski, Trenton W. Ford, Diego Gomez-Zara

专题命中 其他LLM ：LLM(title,abstract)

Comments 29 pages

SelfRACG: Enabling LLMs to Self-Express and Retrieve for Code Generation

Qian Dong, Jia Chen, Qingyao Ai, Hongning Wang, Haitao Li, Yi Wu, Yao Hu, Yiqun Liu, Shaoping Ma

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

Comments Tsinghua&Xiaohongshu

SIMU: Selective Influence Machine Unlearning

Anu Agarwal, Mihir Pamnani, Dilek Hakkani-Tur

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 其他LLM ：large language model(abstract)；language model(abstract)；分类 cs.AI、cs.LG

Comments Accepted to NeurIPS 2025 Workshop: Constrained Optimization for Machine Learning (COML)

Fine-grained text-driven dual-human motion generation via dynamic hierarchical interaction

Mu Li, Yin Wang, Zhiying Leng, Jiapeng Liu, Frederick W. B. Li, Xiaohui Liang

机构 * State Key Laboratory of Virtual Reality Technology and Systems, Beihang University, Beijing, China（虚拟现实技术与系统国家重点实验室，北京航空航天大学，北京，中国） ； Department of Computer Science, University of Durham, UK（计算机科学系，达勒姆大学，英国） ； Zhongguancun Laboratory, Beijing, China（中关村实验室，北京，中国） 纠错

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

Attention to Order: Transformers Discover Phase Transitions via Learnability

Şener Özönder

机构 * Institute for Data Science \& Artificial Intelligence, Bo g azi c i University, \. I stanbul, T\" u rkiye 纠错

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

Cued to Queue: Information in Waiting-Line Auctions

Jack Hirsch, Eric Tang

专题命中 其他LLM ：prompting(abstract)

Comments 42 pages

Language learning shapes visual category-selectivity in deep neural networks

Zitong Lu, Yuxin Wang

机构 * MIT McGovern Institute for Brain Research（麻省理工学院麦戈文脑研究所） ； University of Cincinnati College of Medicine（辛辛那提大学医学院） 纠错

专题命中 其他LLM ：language model(abstract)