Multi-agent debate can hurt data cleaning, study finds

Arxiv CS.AI (top papers)

Across 3 benchmarks, 4 model families, and over 6,000 task-condition pairs, multi-agent debate was found to degrade generation in data cleaning tasks. The paper proposes a fix to the harmful effects.

multi-agent-systems

Arxiv CS.AI (top papers)·Chirag ParmarAkshat MehtaHenglin WuJagadish RamamurthyShweta Medhekar

8 days ago