We discover (1) conversation can significantly mitigate popularity bias for traditional RecSys; (2) Conversation RecSys suffers from popularity bias itself. We propose a method to mitigate popularity bias in Conversational RecSys.

Please refer to our poster for technical details.

Our experiment is still WIP, we will update on this github repo: https://github.com/YisongMiao/cs6101