Role play-based question answering for the collection of emotion-annotated utterances and automatic estimation of emotion

Abstract

This paper proposes to collect emotion-annotated utterances by using role play-based question-answering in which multiple users play the roles of certain characters and respond to questions by online users. We describe the data collection process by role play-based question-answering as well as the experiment we performed to automatically detect emotion tags from utterances.