一作ACL 2026Findings· Findings of ACL
D ata S age: Multi-agent Collaboration for Insight Discovery with External Knowledge Retrieval, Multi-role Debating, and Multi-path Reasoning
Xiaochuan Liu · Yuanfeng SONG · Xiaoming Yin · Xing Chen
摘要
In today’s data-driven era, fully automated end-to-end data analytics, particularly insight discovery, is critical for discovering actionable insights that assist organizations in making effective decisions. With the rapid advancement of large language models (LLMs), LLM-driven agents have emerge...