RecMind: Japanese Movie Recommendation Dialogue with Seeker's Internal State

arXiv:2402.13522v1 Announce Type: new
Abstract: Humans pay careful attention to the interlocutor's internal state in dialogues. For example, in recommendation dialogues, we make recommendations while estimating the seeker's internal state, such as his/her level of knowledge and interest. Since there are no existing annotated resources for the analysis, we constructed RecMind, a Japanese movie recommendation dialogue dataset with annotations of the seeker's internal state at the entity level. Each entity has a subjective label annotated by the seeker and an …

abstract analysis arxiv attention cs.cl dialogue example her humans japanese knowledge movie movıe recommendation recommendations resources state type