语言大模型 / LLM

Complex System Diagnostics Using a Knowledge Graph-Informed and Large Language Model-Enhanced Framework

Saman Marandi, Yu-Shu Hu, Mohammad Modarres

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

Comments 22 Pages, 11 Figures

Integrating Large Language Models with Network Optimization for Interactive and Explainable Supply Chain Planning: A Real-World Case Study

Saravanan Venkatachalam

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

How Well Do Vision--Language Models Understand Cities? A Comparative Study on Spatial Reasoning from Street-View Images

Juneyoung Ro, Namwoo Kim, Yoonjin Yoon

机构 * Korea Advanced Institute of Science and Technology（韩国科学技术院） 纠错

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

Comments Accepted to ICCV Workshop 2025

AI Chatbots as Professional Service Agents: Developing a Professional Identity

Wenwen Li, Kangwei Shi, Yidong Chai

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

Decoding Memories: An Efficient Pipeline for Self-Consistency Hallucination Detection

Weizhi Gao, Xiaorui Liu, Feiyi Wang, Dan Lu, Junqi Yin

机构 * ORNL（橡树岭国家实验室） 纠错

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

Comments 14 pages, under review

Automating the Deep Space Network Data Systems; A Case Study in Adaptive Anomaly Detection through Agentic AI

Evan J. Chou, Lisa S. Locke, Harvey M. Soldan

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

Roll the dice & look before you leap: Going beyond the creative limits of next-token prediction

Vaishnavh Nagarajan, Chen Henry Wu, Charles Ding, Aditi Raghunathan

机构 * Google Research, US（谷歌研究） ； Carnegie Mellon University, Pittsburgh, US（卡内基梅隆大学） 纠错

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

Comments ICML 2025 (oral)

Mask & Match: Learning to Recognize Handwritten Math with Self-Supervised Attention

Shree Mitra, Ritabrata Chakraborty, Nilkanta Sahu

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

Comments We have concluded that the current results, while promising, require substantial improvement and further validation to be competitive with the latest state-of-the-art methods in Handwritten Mathematical Expression Recognition (HMER)

UItron: Foundational GUI Agent with Advanced Perception and Planning

Zhixiong Zeng, Jing Huang, Liming Zheng, Wenkang Han, Yufeng Zhong, Lei Chen, Longrong Yang, Yingjie Chu, Yuzhi He, Lin Ma

机构 * Meituan（美团） 纠错

专题命中 推理与问题求解 ：foundation model(abstract)

Comments 24 pages

HCCM: Hierarchical Cross-Granularity Contrastive and Matching Learning for Natural Language-Guided Drones

Hao Ruan, Jinliang Lin, Yingxin Lai, Zhiming Luo, Shaozi Li

机构 * Department of Artificial Intelligence, Xiamen University（人工智能学院，厦门大学） 纠错

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

Comments Accepted by ACM MM'25

2COOOL: 2nd Workshop on the Challenge Of Out-Of-Label Hazards in Autonomous Driving

Ali K. AlShami, Ryan Rabinowitz, Maged Shoman, Jianwu Fang, Lukas Picek, Shao-Yuan Lo, Steve Cruz, Khang Nhut Lam, Nachiket Kamod, Lei-Lei Li, Jugal Kalita, Terrance E. Boult

机构 * University of Colorado Colorado Springs（科罗拉多州立大学） ； University of Tennessee–Oak Ridge Innovation Institute（田纳西大学-橡树岭创新研究所） ； Xi’an Jiaotong University（西安交通大学） ； University of West Bohemia（西波维亚大学） ； Honda Research Institute USA（本田美国研究机构） ； University of Notre Dame（诺特丹大学） ； Can Tho University（庆和大学） 纠错

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

Comments 11 pages, 2 figures, Accepted to ICCV 2025 Workshop on Out-of-Label Hazards in Autonomous Driving (2COOOL)