一作ACL 2026Findings· Findings of ACL
D ata S eer: A Manager-Centric Collaborative Multi-Agent Framework with Multi-Branch Reasoning for Automated Insight Discovery
Suchen Liu · Yuanfeng SONG · Jun Gao · Xing Chen
摘要
The growth of complex data fuels demand for automated insight discovery. While LLMs and agent technologies have advanced data analysis, existing methods struggle with maintaining contextual coherence, limited coverage due to single-path exploration, and rigid planning that fails to adapt to dynam...