语言大模型 / LLM

Large Language Models for Supply Chain Decisions

David Simchi-Levi, Konstantina Mellou, Ishai Menache, Jeevan Pathuri

专题命中 推理与问题求解 ：large language model(title,abstract)；language model(title,abstract)；分类 cs.AI

Comments Forthcoming chapter in AI in Supply Chains: Perspectives from Global Thought Leaders, edited by Maxime C. Cohen and Tinglong Dai, and part of the Springer Series in Supply Chain Management (edited by Prof. Chris Tang)

Integration of Large Language Models within Cognitive Architectures for Autonomous Robots

Miguel Á. González-Santamarta, Irene González-Fernández, Francisco J. Rodríguez-Lera, Ángel Manuel Guerrero-Higueras, Vicente Matellán-Olivera

机构 * University of León（莱昂大学） 纠错

专题命中 推理与问题求解 ：large language model(title,abstract)；language model(title,abstract)

Comments 9 pages, 6 figures, 2 tables, Submitted to ROBOT 2025 (8th Iberian Robotics Conference)

Advancing Compositional LLM Reasoning with Structured Task Relations in Interactive Multimodal Communications

Xinye Cao, Hongcan Guo, Guoshun Nan, Jiaoyang Cui, Haoting Qian, Yihan Lin, Yilin Peng, Diyang Zhang, Yanzhao Hou, Huici Wu, Xiaofeng Tao, Tony Q. S. Quek

专题命中 推理与问题求解 ：LLM(title,abstract)；large language model(abstract)；language model(abstract)；分类 cs.AI、cs.LG

Comments Accepted by IEEE JSAC. This work has been submitted to the IEEE for possible publication

StaffPro: an LLM Agent for Joint Staffing and Profiling

Alessio Maritan

专题命中 推理与问题求解 ：LLM(title,abstract)；large language model(abstract)；language model(abstract)；分类 cs.AI

iPanda: An LLM-based Agent for Automated Conformance Testing of Communication Protocols

Xikai Sun, Fan Dang, Shiqi Jiang, Jingao Xu, Kebin Liu, Xin Miao, Zihao Yang, Weichen Zhang, Haimo Lu, Yawen Zheng, Yunhao Liu

机构 * Tsinghua University（清华大学） ； Microsoft Research Asia（微软亚洲研究院） ； Carnegie Mellon University（卡内基梅隆大学） ； Yanshan University（燕山大学） 纠错

专题命中 推理与问题求解 ：LLM(title,abstract)；large language model(abstract)；language model(abstract)；分类 cs.AI

Comments 10 pages, 4 figures

AU-LLM: Micro-Expression Action Unit Detection via Enhanced LLM-Based Feature Fusion

Zhishu Liu, Kaishen Yuan, Bo Zhao, Yong Xu, Zitong Yu

机构 * Great Bay University（大湾大学） ； Harbin Institute of Technology , Shenzhen（哈尔滨工业大学（深圳）） 纠错

专题命中 推理与问题求解 ：LLM(title,abstract)；large language model(abstract)；language model(abstract)

LIMO: Less is More for Reasoning

Yixin Ye, Zhen Huang, Yang Xiao, Ethan Chern, Shijie Xia, Pengfei Liu

机构 * Shanghai Jiao Tong University（上海交通大学） ； SII-GAIR ； Fudan University（复旦大学） ； The Hong Kong Polytechnic University（香港理工大学） 纠错

专题命中 推理与问题求解 ：large language model(abstract)；language model(abstract)；foundation model(abstract)；post-training(abstract)

Comments COLM 2025

Audio Flamingo 3: Advancing Audio Intelligence with Fully Open Large Audio Language Models

Arushi Goel, Sreyan Ghosh, Jaehyeon Kim, Sonal Kumar, Zhifeng Kong, Sang-gil Lee, Chao-Han Huck Yang, Ramani Duraiswami, Dinesh Manocha, Rafael Valle, Bryan Catanzaro

机构 * NVIDIA, USA（NVIDIA公司） ； University of Maryland, College Park, USA（马里兰大学） 纠错

专题命中 推理与问题求解 ：language model(title,abstract)；分类 cs.CL、cs.AI

Comments Code, Datasets, and Models: https://research.nvidia.com/labs/adlr/AF3/ ; Updates in v2: Updated results for new thinking mode ckpts, added qualitative figure, added note on fully open claim, add email ID for corresponding authors

Which LLMs Get the Joke? Probing Non-STEM Reasoning Abilities with HumorBench

Reuben Narad, Siddharth Suresh, Jiayi Chen, Pine S. L. Dysart-Bricken, Bob Mankoff, Robert Nowak, Jifan Zhang, Lalit Jain

机构 * University of Washington（华盛顿大学） ； University of Wisconsin-Madison（威斯康星大学麦迪逊分校） ； Air Mail and Cartoon Collections（航空邮报与漫画收藏） 纠错

专题命中 推理与问题求解 ：LLM(abstract)；large language model(abstract)；language model(abstract)；分类 cs.CL、cs.AI

AutoTIR: Autonomous Tools Integrated Reasoning via Reinforcement Learning

Yifan Wei, Xiaoyan Yu, Yixuan Weng, Tengfei Pan, Angsheng Li, Li Du

专题命中 推理与问题求解 ：large language model(abstract)；language model(abstract)；post-training(abstract)；分类 cs.CL

Agentic Web: Weaving the Next Web with AI Agents

Yingxuan Yang, Mulei Ma, Yuxuan Huang, Huacan Chai, Chenyu Gong, Haoran Geng, Yuanjian Zhou, Ying Wen, Meng Fang, Muhao Chen, Shangding Gu, Ming Jin, Costas Spanos, Yang Yang, Pieter Abbeel, Dawn Song, Weinan Zhang, Jun Wang

机构 * Shanghai Jiao Tong University（上海交通大学） ； The Hong Kong University of Science and Technology（香港科技大学） ； University of Liverpool（利物浦大学） ； University of California Berkeley（加州大学伯克利分校） ； Shanghai Innovation Institute（上海创新研究院） ； University of California Davis（加州大学戴维斯分校） ； Virginia Tech（弗吉尼亚理工大学） ； University College London（伦敦大学学院） 纠错

专题命中 推理与问题求解 ：large language model(abstract)；language model(abstract)；分类 cs.AI、cs.LG

Can LLMs Reason About Trust?: A Pilot Study

Anushka Debnath, Stephen Cranefield, Emiliano Lorini, Bastin Tony Roy Savarimuthu

机构 * National Institute of Technology, Durgapur, India（印度达格apur国立理工学院） ； University of Otago, New Zealand（新西兰奥塔哥大学） ； IRIT, CNRS, Toulouse University, France（法国图卢兹大学IRIT与CNRS） 纠错

专题命中 推理与问题求解 ：large language model(abstract)；language model(abstract)；分类 cs.CL

Comments 17 pages, 5 figures, 3 tables Accepted for presentation as a full paper at the COINE 2025 workshop at AAMAS 2025 see https://coin-workshop.github.io/coine-2025-detroit/accepted_for_presentation.html

MMAT-1M: A Large Reasoning Dataset for Multimodal Agent Tuning

Tianhong Gao, Yannian Fu, Weiqun Wu, Haixiao Yue, Shanshan Liu, Gang Zhang

机构 * Baidu Inc.（百度公司） 纠错

专题命中 推理与问题求解 ：large language model(abstract)；language model(abstract)

ArtSeek: Deep artwork understanding via multimodal in-context reasoning and late interaction retrieval

Nicola Fanelli, Gennaro Vessio, Giovanna Castellano

机构 * Department of Computer Science University of Bari Aldo Moro（计算机科学系巴里大学Aldo Moro） 纠错

专题命中 推理与问题求解 ：large language model(abstract)；language model(abstract)

GSON: A Group-based Social Navigation Framework with Large Multimodal Model

Shangyi Luo, Peng Sun, Ji Zhu, Yuhong Deng, Cunjun Yu, Anxing Xiao, Xueqian Wang

机构 * Center for Artificial Intelligence and Robotics, Tsinghua Shenzhen International Graduate School（人工智能与机器人中心，清华大学深圳国际研究生院） ； School of Computing, National University of Singapore（computing 学院，新加坡国立大学） 纠错

专题命中 推理与问题求解 ：prompting(abstract)；分类 cs.AI

Comments Accepted by IEEE Robotics and Automation Letters (RA-L)