[4Yin2] Interactive session 2

[4Yin2-02] Developing a Platform for Constructing Question Answering Systems Modeled after Real People

〇Hayato Kimoto¹, Michimasa Inaba¹ (1.The University of Electro-Communications)

Keywords:dialogue system, deep learning

This paper proposes an application that can automatically build a dialogue system modeled on real people. This application film the user responding to questions and constructs a dialogue system that responds using the recorded video clips. The system uses the BERT model to select and play appropriate video clips in response to the user's input. Experimental results shows that the performance of the response selection model was improved than the performance of existing model. In the subjective experiment, our system received high scores in the categories of ``Personality'' and ``Consistency''