Hexa: A Self-Improving Approach for Knowledge-Grounded Dialogue Systems

Hexa is a self-improving method that can enhance the performance of modular dialogue systems by leveraging a novel bootstrapping scheme with guided prompts and a modified loss function to generate diverse and appropriate intermediate steps and final responses without access to ground truth data.