Collecting and analyzing dialogues in a tagline co-writing task

Abstract

The potential of dialogue systems will greatly expand if they become capable of collaborating creatively with humans. However, although there have been many studies on building dialogue systems that can collaborate with humans, most of them focus on problem-solving dialogues, and there is still little research on dialogue systems that can perform creative collaboration. In this study, we designed a tagline co-writing task in which two people collaborate to create taglines via text chat, created an interface for data collection, and collected dialogue logs, editing logs, and questionnaire results. We describe the characteristic interactions comprising the tagline co-writing task and report the results of our analysis on the relationship between the subjective evaluation and interactions in the dialogue.