AI Agent

An Empirical Study on Failures in Automated Issue Solving

Simiao Liu, Fang Liu, Liehao Li, Xin Tan, Yinghao Zhu, Xiaoli Lian, Li Zhang

机构 * Beihang University（北京航空航天大学） ； The University of Hong Kong（香港大学） 纠错

专题命中 软件智能体 ：agent(abstract)；agentic(abstract)；分类 cs.AI、cs.CL、cs.SE

A Study on Thinking Patterns of Large Reasoning Models in Code Generation

Kevin Halim, Sin G. Teo, Ruitao Feng, Zhenpeng Chen, Yang Gu, Chong Wang, Yang Liu

专题命中 软件智能体 ：workflow(abstract)；分类 cs.SE

Crash Report Enhancement with Large Language Models: An Empirical Study

S M Farah Al Fahim, Md Nakhla Rafi, Zeyang Ma, Dong Jae Kim, Tse-Hsun, Chen

专题命中 软件智能体 ：agentic(abstract)；分类 cs.SE

Embodied Image Captioning: Self-supervised Learning Agents for Spatially Coherent Image Descriptions

Tommaso Galliena, Tommaso Apicella, Stefano Rosa, Pietro Morerio, Alessio Del Bue, Lorenzo Natale

机构 * Istituto Italiano di Tecnologia（意大利技术研究院） ； University of Genoa（热那亚大学） 纠错

专题命中 软件智能体 ：agent(abstract)

Comments 11 pages, 8 figures, 6 tables, code and test set annotations available at https://hsp-iit.github.io/embodied-captioning/