AI Agent

WideSearch: Benchmarking Agentic Broad Info-Seeking

Ryan Wong, Jiawei Wang, Junjie Zhao, Li Chen, Yan Gao, Long Zhang, Xuan Zhou, Zuo Wang, Kai Xiang, Ge Zhang, Wenhao Huang, Yang Wang, Ke Wang

机构 * ByteDance Seed（字节跳动种子） 纠错

专题命中 Agent评测 ：agentic(title,abstract)；agent(abstract)；planning(abstract)；multi-agent(abstract)

Agent-to-Agent Theory of Mind: Testing Interlocutor Awareness among Large Language Models

Younwoo Choi, Changling Li, Yongjin Yang, Zhijing Jin

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

Agent-based model of information diffusion in the limit order book trading

Mateusz Wilinski, Juho Kanniainen

专题命中 Agent评测 ：agent(title,abstract)

Comments 9 pages, 3 figures

Rethinking Testing for LLM Applications: Characteristics, Challenges, and a Lightweight Interaction Protocol

Wei Ma, Yixiao Yang, Qiang Hu, Shi Ying, Zhi Jin, Bo Du, Zhenchang Xing, Tianlin Li, Junjie Shi, Yang Liu, Linxiao Jiang

机构 * Singapore Management University Singapore ； Capital Normal University Beijing China ； Tianjin University Tianjin China ； Wuhan University China ； CSIRO's Data61 \& Australian National University Australia ； Nanyang Technological University Singapore ； Singapore Management University ； Capital Normal University ； Tianjin University ； Wuhan University ； CSIRO's Data61 \& Australian National University ； Nanyang Technological University 纠错

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

ProactiveEval: A Unified Evaluation Framework for Proactive Dialogue Agents

Tianjian Liu, Fanqi Wan, Jiajian Guo, Xiaojun Quan

专题命中 Agent评测 ：planning(abstract)；分类 cs.AI、cs.CL

Comments 21 pages, 6 Figures

Multilingual Contextualization of Large Language Models for Document-Level Machine Translation

Miguel Moura Ramos, Patrick Fernandes, Sweta Agrawal, André F. T. Martins

机构 * Instituto Superior Técnico, Universidade de Lisboa (ELLIS Unit Lisbon)（里斯本大学理工学院（ELLIS单位里斯本）） ； Instituto de Telecomunicações（电信研究所） ； Carnegie Mellon University（卡内基梅隆大学） ； Unbabel 纠错

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

Comments COLM 2025

Intermolecular Interactions between Polyethylene, Water, and Potential Antistatic and Slip Additives: a Molecular Dynamics Study

María del Mar Cammarata, R. Martín Negri, Rocio Semino

专题命中 Agent评测 ：agent(abstract)

Comments 39 pages, 15 figures, 4 tables

Mathematical Modelling of Face Coverings for Virus Protection

Matthew D. Shirley, Ian M. Griffiths, Joseph Houghton, Lucy Hope, Paul Hope, Christopher. J. W. Breward

专题命中 Agent评测 ：agent(abstract)