作者位次 #4/11ACL 2026Poster· Natural Language Processing
A gent A sk: Multi-Agent Systems Need to Ask
Bohan Lin · Kuo Yang · Zelin Tan · Yingchuan Lai · Chen Zhang · Guibin Zhang · Xinlei Yu · Miao Yu · Xu Wang · Yudong Zhang · Yang Wang
摘要
Multi-agent systems (MAS) built on large language models promise improved problem-solving through collaboration, yet they often fail to consistently outperform strong single-agent baselines due to error propagation at inter-agent message handoffs. In this work, we conduct a systematic empirical a...