arXiv cs.AI
· Papers
Preference Tree Optimization: Enhancing Goal-Oriented Dialogue with Look-Ahead Simulations
arXiv:2608.12062v1 Announce Type: cross Abstract: Developing dialogue systems capable of engaging in multi-turn, goal-oriented conversations remains a significant challenge, especially in specialized domains with limited data. This research proposes a novel framework called Preference Tree Optimization (PTO), designed