I am a Research Scientist at Facebook AI Research in Menlo Park working on natural language processing. Previously I was a postdoc at the University of Washington, working with Luke Zettlemoyer on search based structured prediction. I completed my PhD at the University of Edinburgh (advised by Mark Steedman) based on combining distributional and logical approaches to semantics. I have a Masters degree from the University of Oxford, and won a Best Paper award at EMNLP 2016.
Interests
Natural Language Processing, Structured Prediction, Semantics, Parsing, Deep Learning
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Latest Publications
NeurIPS - December 6, 2020
Retrieval-Augmented Generation for Knowledge-Intensive NLP Tasks
Aleksandra Piktus, Fabio Petroni, Vladimir Karpukhin, Naman Goyal, Heinrich Küttler, Mike Lewis, Wen-tau Yih, Tim Rocktäschel, Sebastian Riedel, Douwe Kiela
NeurIPS - December 6, 2020
Pre-training via Paraphrasing
Mike Lewis, Marjan Ghazvininejad, Gargi Ghosh, Armen Aghajanyan, Sida Wang, Luke Zettlemoyer
ACL - July 8, 2020
BART: Denoising Sequence-to-Sequence Pre-training for Natural Language Generation, Translation, and Comprehension
Mike Lewis, Yinhan Liu, Naman Goyal, Marjan Ghazvininejad, Abdelrahman Mohamed, Omer Levy, Ves Stoyanov, Luke Zettlemoyer
ICLR - April 27, 2020
Generalization through Memorization: Nearest Neighbor Language Models
Urvashi Khandelwal, Omer Levy, Dan Jurafsky, Luke Zettlemoyer, Mike Lewis
NeurIPS - December 2, 2019
Hierarchical Decision Making by Generating and Following Natural Language Instructions
Hengyuan Hu, Denis Yarats, Qucheng Gong, Yuandong Tian, Mike Lewis
ACL - July 26, 2019
Strategies for Structuring Story Generation
Angela Fan, Mike Lewis, Yann Dauphin
ICLR - May 6, 2019
Generative Question Answering: Learning to Answer the Whole Question
Mike Lewis, Angela Fan
Conversational AI Workshop at NeurIPS 2018 - December 4, 2018
Improving Semantic Parsing for Task Oriented Dialog
Arash Einolghozati, Panupong Pasupat, Sonal Gupta, Rushin Shah, Mrinal Mohit, Mike Lewis, Luke Zettlemoyer
NAACL - December 4, 2018
Cross-lingual Transfer Learning for Multilingual Task Oriented Dialog
Sebastian Schuster, Sonal Gupta, Rushin Shah, Mike Lewis
EMNLP 2018 - October 31, 2018
Neural Compositional Denotational Semantics for Question Answering
Nitish Gupta, Mike Lewis
EMNLP 2018 - October 31, 2018
Semantic Parsing for Task Oriented Dialog using Hierarchical Representations
Sonal Gupta, Rushin Shah, Mrinal Mohit, Anuj Kumar, Mike Lewis
EMNLP 2018 - October 31, 2018
A Dataset for Telling the Stories of Social Media Videos
Spandana Gella, Mike Lewis, Marcus Rohrbach
ICML 2018 - July 10, 2018
Hierarchical Text Generation and Planning for Strategic Dialogue
Denis Yarats, Mike Lewis
EMNLP 2017 - September 8, 2017
Deal or No Deal? End-to-End Learning for Negotiation Dialogues
Mike Lewis, Denis Yarats, Yann Dauphin, Devi Parikh, Dhruv Batra
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