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Multitasking Inhibits Semantic Drift


Apr 15, 2021
Athul Paul Jacob, Mike Lewis, Jacob Andreas

* NAACL 2021 

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BASE Layers: Simplifying Training of Large, Sparse Models


Mar 30, 2021
Mike Lewis, Shruti Bhosale, Tim Dettmers, Naman Goyal, Luke Zettlemoyer


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Shortformer: Better Language Modeling using Shorter Inputs


Dec 31, 2020
Ofir Press, Noah A. Smith, Mike Lewis


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Joint Verification and Reranking for Open Fact Checking Over Tables


Dec 30, 2020
Michael Schlichtkrull, Vladimir Karpukhin, Barlas Oğuz, Mike Lewis, Wen-tau Yih, Sebastian Riedel


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Nearest Neighbor Machine Translation


Oct 01, 2020
Urvashi Khandelwal, Angela Fan, Dan Jurafsky, Luke Zettlemoyer, Mike Lewis


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Conversational Semantic Parsing


Sep 28, 2020
Armen Aghajanyan, Jean Maillard, Akshat Shrivastava, Keith Diedrick, Mike Haeger, Haoran Li, Yashar Mehdad, Ves Stoyanov, Anuj Kumar, Mike Lewis, Sonal Gupta


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Grounded Adaptation for Zero-shot Executable Semantic Parsing


Sep 17, 2020
Victor Zhong, Mike Lewis, Sida I. Wang, Luke Zettlemoyer

* EMNLP 2020 long paper. 14 pages, 5 figures 

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Pre-training via Paraphrasing


Jun 26, 2020
Mike Lewis, Marjan Ghazvininejad, Gargi Ghosh, Armen Aghajanyan, Sida Wang, Luke Zettlemoyer


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Retrieval-Augmented Generation for Knowledge-Intensive NLP Tasks


May 22, 2020
Patrick Lewis, Ethan Perez, Aleksandara Piktus, Fabio Petroni, Vladimir Karpukhin, Naman Goyal, Heinrich Küttler, Mike Lewis, Wen-tau Yih, Tim Rocktäschel, Sebastian Riedel, Douwe Kiela


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Asking and Answering Questions to Evaluate the Factual Consistency of Summaries


Apr 08, 2020
Alex Wang, Kyunghyun Cho, Mike Lewis

* ACL 2020 

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Multilingual Denoising Pre-training for Neural Machine Translation


Jan 23, 2020
Yinhan Liu, Jiatao Gu, Naman Goyal, Xian Li, Sergey Edunov, Marjan Ghazvininejad, Mike Lewis, Luke Zettlemoyer

* Work in progress 

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Enforcing Encoder-Decoder Modularity in Sequence-to-Sequence Models


Nov 09, 2019
Siddharth Dalmia, Abdelrahman Mohamed, Mike Lewis, Florian Metze, Luke Zettlemoyer


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Generalization through Memorization: Nearest Neighbor Language Models


Nov 01, 2019
Urvashi Khandelwal, Omer Levy, Dan Jurafsky, Luke Zettlemoyer, Mike Lewis


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BART: Denoising Sequence-to-Sequence Pre-training for Natural Language Generation, Translation, and Comprehension


Oct 29, 2019
Mike Lewis, Yinhan Liu, Naman Goyal, Marjan Ghazvininejad, Abdelrahman Mohamed, Omer Levy, Ves Stoyanov, Luke Zettlemoyer


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RoBERTa: A Robustly Optimized BERT Pretraining Approach


Jul 26, 2019
Yinhan Liu, Myle Ott, Naman Goyal, Jingfei Du, Mandar Joshi, Danqi Chen, Omer Levy, Mike Lewis, Luke Zettlemoyer, Veselin Stoyanov


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Hierarchical Decision Making by Generating and Following Natural Language Instructions


Jun 12, 2019
Hengyuan Hu, Denis Yarats, Qucheng Gong, Yuandong Tian, Mike Lewis


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MelNet: A Generative Model for Audio in the Frequency Domain


Jun 04, 2019
Sean Vasquez, Mike Lewis


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Improving Semantic Parsing for Task Oriented Dialog


Feb 15, 2019
Arash Einolghozati, Panupong Pasupat, Sonal Gupta, Rushin Shah, Mrinal Mohit, Mike Lewis, Luke Zettlemoyer


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Strategies for Structuring Story Generation


Feb 04, 2019
Angela Fan, Mike Lewis, Yann Dauphin


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Cross-lingual Transfer Learning for Multilingual Task Oriented Dialog


Oct 31, 2018
Sebastian Schuster, Sonal Gupta, Rushin Shah, Mike Lewis

* 10 pages 

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Semantic Parsing for Task Oriented Dialog using Hierarchical Representations


Oct 18, 2018
Sonal Gupta, Rushin Shah, Mrinal Mohit, Anuj Kumar, Mike Lewis

* Conference on Empirical Methods in Natural Language Processing (EMNLP) 2018 

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Community Regularization of Visually-Grounded Dialog


Sep 06, 2018
Akshat Agarwal, Swaminathan Gurumurthy, Vasu Sharma, Mike Lewis, Katia Sycara

* 7 pages, ICML/AAMAS Adaptive Learning Agents Workshop 2018 and CVPR Visual Dialog Workshop 2018. Code available at https://github.com/agakshat/visualdialog-pytorch 

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Neural Compositional Denotational Semantics for Question Answering


Aug 29, 2018
Nitish Gupta, Mike Lewis

* EMNLP 2018 

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Hierarchical Text Generation and Planning for Strategic Dialogue


Jun 04, 2018
Denis Yarats, Mike Lewis


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Hierarchical Neural Story Generation


May 13, 2018
Angela Fan, Mike Lewis, Yann Dauphin


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End-to-end Neural Coreference Resolution


Dec 15, 2017
Kenton Lee, Luheng He, Mike Lewis, Luke Zettlemoyer

* Accepted to EMNLP 2017 

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Deal or No Deal? End-to-End Learning for Negotiation Dialogues


Jun 16, 2017
Mike Lewis, Denis Yarats, Yann N. Dauphin, Devi Parikh, Dhruv Batra


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Global Neural CCG Parsing with Optimality Guarantees


Sep 24, 2016
Kenton Lee, Mike Lewis, Luke Zettlemoyer


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