Preference Tree Optimization: Enhancing Goal-Oriented Dialogue with Look-Ahead Simulations

Lior Baruch, Moshe Butman, Kfir Bar +1

Developing dialogue systems capable of engaging in multi-turn, goal-oriented conversations remains a significant challenge, especially in specialized domains with limited data. Thi…