New framework clarifies LLM agent intent with information gain

Arxiv CS.AI (top papers)

The framework uses information gain to determine when and how an LLM agent should ask clarifying questions to resolve underspecified user instructions. It aims to reduce erroneous tool actions caused by latent uncertainty over user intent.

llm

Arxiv CS.AI (top papers)·Mengyi DengZhiwei LiXin LiTingyu ZhuYing ZhaoZhijiang GuoWei Wang

8 days ago