AI Agent

TAMO: Fine-Grained Root Cause Analysis via Tool-Assisted LLM Agent with Multi-Modality Observation Data in Cloud-Native Systems

Xiao Zhang, Qi Wang, Mingyi Li, Yuan Yuan, Mengbai Xiao, Fuzhen Zhuang, Dongxiao Yu

机构 * School of Computer Science and Technology, Shandong University（山东大学计算机科学与技术学院） ； Institute of Artificial Intelligence, Beihang University（北京航空航天大学人工智能研究院） 纠错

专题命中 Agent评测 ：agent(title,abstract)；分类 cs.AI

Human vs. Agent in Task-Oriented Conversations

Zhefan Wang, Ning Geng, Zhiqiang Guo, Weizhi Ma, Min Zhang

专题命中 Agent评测 ：agent(title,abstract)

Comments SIGIR-AP 2025

Adobe Summit Concierge Evaluation with Human in the Loop

Yiru Chen, Sally Fang, Sai Sree Harsha, Dan Luo, Vaishnavi Muppala, Fei Wu, Shun Jiang, Kun Qian, Yunyao Li

机构 * Adobe Inc.（Adobe公司） 纠错

专题命中 Agent评测 ：workflow(abstract)；分类 cs.AI

Comments Accepted by 6th Workshop on Data Science with Human in the Loop @ VLDB 2025

Unsupervised Evaluation of Multi-Turn Objective-Driven Interactions

Emi Soroka, Tanmay Chopra, Krish Desai, Sanjay Lall

机构 * Department of Electrical Engineering Stanford University（电气工程系 斯坦福大学） ； Emissary Technologies 纠错

专题命中 Agent评测 ：AI agent(abstract)；分类 cs.LG

Comments Under review at ICLR 2026

TEE-BFT: Pricing the Security of Data Center Execution Assurance

Alex Shamis, Matt Stephenson, Linfeng Zhou

专题命中 Agent评测 ：agent(abstract)

Comments Missing section + image issue

Ignorance as an excuse, formally

Ekaterina Kubyshkina, Marcio Kléos Pereira, Mattia Petrolo

专题命中 Agent评测 ：agent(abstract)

MetaSynth: Meta-Prompting-Driven Agentic Scaffolds for Diverse Synthetic Data Generation

Haris Riaz, Sourav Bhabesh, Vinayak Arannil, Miguel Ballesteros, Graham Horwood

专题命中 其他Agent ：agentic(title)；分类 cs.AI、cs.CL、cs.LG

Comments 33 pages, 17 figures. Findings of ACL 2025

Journal ref Findings of the Association for Computational Linguistics: ACL 2025, pp. 18770-18803, Vienna, Austria, 2025. Association for Computational Linguistics