User-Aware Active Knowledge Acquisition for Emotional Support Dialogue 事件

User-Aware Active Knowledge Acquisition for Emotional Support Dialogue arXiv:2605.29715v1 Announce Type: new Abstract: Emotional support plays an important role in dialogue systems, and its success depends on adapting to a user's evolving and implicit needs across multi-turn interactions while leveraging the strong reasoning capacity of large language models. However, since signals about user needs are often weak, indirect, and can only be disambiguated through multi-turn interaction, existing