login

Recipes for Building an Open-Domain Chatbot

Published 1 January 2021Open access
Stephen Roller, Emily Dinan, Naman Goyal, Da Young Ju, Mary Williamson, Yinhan Liu
Citations171
View PDF

TL;DR

Human evaluations show the best models outperform existing approaches in multi-turn dialogue on engagingness and humanness measurements, and the limitations of this work are discussed by analyzing failure cases of the models.

Abstract

Stephen Roller, Emily Dinan, Naman Goyal, Da Ju, Mary Williamson, Yinhan Liu, Jing Xu, Myle Ott, Eric Michael Smith, Y-Lan Boureau, Jason Weston. Proceedings of the 16th Conference of the European Chapter of the Association for Computational Linguistics: Main Volume. 2021.

Keywords

Computer Science