I am a research engineer at Facebook AI Research (FAIR), currently focusing on neural machine translation and natural language processing. Prior to joining Facebook, I led a machine learning team at Quora, and before that I spent some time working on search ranking for Bing at Microsoft.
Interests
AI, deep learning, natural language processing and computer vision
Latest Publications
Hierarchical Decision Making by Generating and Following Natural Language Instructions
Hengyuan Hu, Denis Yarats, Qucheng Gong, Yuandong Tian, Mike Lewis
NeurIPS - December 2, 2019
Hierarchical Text Generation and Planning for Strategic Dialogue
Denis Yarats, Mike Lewis
ICML 2018 - July 10, 2018
Convolutional Sequence to Sequence Learning
Jonas Gehring, Michael Auli, David Grangier, Denis Yarats, Yann N. Dauphin
ICML 2017 - August 6, 2017
Deal or No Deal? End-to-End Learning for Negotiation Dialogues
Mike Lewis, Denis Yarats, Yann Dauphin, Devi Parikh, Dhruv Batra
EMNLP 2017 - September 8, 2017