Beyond Mode Collapse: Generating Diverse Synthetic Expert Conversations via Generative Flow Networks

Sumit Asthana, Michael Ion, Kevyn Collins Thompson

High quality synthetic data is central to post training LLMs for adaptive AI applications that represent the diverse expert strategies and decisions in conversations. Prompting LLM…