Pseudo-Siamese Network for Planning in Target-Oriented Proactive Dialogues

ArXi:2605.20195v1 Announce Type: cross A target-oriented proactive dialogue system is designed to steer conversations toward predefined targets while actively providing suggestions. The core paradigm of such a system is to plan a reasonable dialogue path and subsequently guide language models (e.g., pre-trained or large language models) to generate responses, where dialogue path planning serves as the central component-a novel yet under-explored problem.