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Reformulating Unsupervised Style Transfer as Paraphrase Generation

Oct 12, 2020
Kalpesh Krishna, John Wieting, Mohit Iyyer

* EMNLP 2020 camera-ready (26 pages) 

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STORIUM: A Dataset and Evaluation Platform for Machine-in-the-Loop Story Generation

Oct 04, 2020
Nader Akoury, Shufan Wang, Josh Whiting, Stephen Hood, Nanyun Peng, Mohit Iyyer

* Accepted as a long paper to EMNLP 2020 

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Energy-Based Reranking: Improving Neural Machine Translation Using Energy-Based Models

Sep 20, 2020
Subhajit Naskar, Amirmohammad Rooshenas, Simeng Sun, Mohit Iyyer, Andrew McCallum


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Open-Retrieval Conversational Question Answering

May 22, 2020
Chen Qu, Liu Yang, Cen Chen, Minghui Qiu, W. Bruce Croft, Mohit Iyyer

* Accepted to SIGIR'20 

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Exploring and Predicting Transferability across NLP Tasks

May 02, 2020
Tu Vu, Tong Wang, Tsendsuren Munkhdalai, Alessandro Sordoni, Adam Trischler, Andrew Mattarella-Micke, Subhransu Maji, Mohit Iyyer

* Preprint, 44 pages, 3 figures, 33 tables 

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Hard-Coded Gaussian Attention for Neural Machine Translation

May 02, 2020
Weiqiu You, Simeng Sun, Mohit Iyyer

* ACL 2020 Camera Ready (12 pages) 

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Thieves on Sesame Street! Model Extraction of BERT-based APIs

Oct 27, 2019
Kalpesh Krishna, Gaurav Singh Tomar, Ankur P. Parikh, Nicolas Papernot, Mohit Iyyer

* preprint, 18 pages 

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Investigating Sports Commentator Bias within a Large Corpus of American Football Broadcasts

Oct 19, 2019
Jack Merullo, Luke Yeh, Abram Handler, Alvin Grissom II, Brendan O'Connor, Mohit Iyyer


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Generating Question-Answer Hierarchies

Jul 21, 2019
Kalpesh Krishna, Mohit Iyyer

* ACL camera ready + technical note on pipeline modifications for demo (15 pages) 

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Encouraging Paragraph Embeddings to Remember Sentence Identity Improves Classification

Jun 09, 2019
Tu Vu, Mohit Iyyer

* Accepted as a conference paper at ACL 2019 

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Syntactically Supervised Transformers for Faster Neural Machine Translation

Jun 06, 2019
Nader Akoury, Kalpesh Krishna, Mohit Iyyer

* 9 pages, 5 figures, accepted to ACL 2019 

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Casting Light on Invisible Cities: Computationally Engaging with Literary Criticism

Apr 17, 2019
Shufan Wang, Mohit Iyyer


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Quizbowl: The Case for Incremental Question Answering

Apr 09, 2019
Pedro Rodriguez, Shi Feng, Mohit Iyyer, He He, Jordan Boyd-Graber


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Unsupervised Latent Tree Induction with Deep Inside-Outside Recursive Autoencoders

Apr 04, 2019
Andrew Drozdov, Pat Verga, Mohit Yadav, Mohit Iyyer, Andrew McCallum

* 14 pages, 8 figures, 8 tables. NAACL 2019 

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Pathologies of Neural Models Make Interpretations Difficult

Aug 28, 2018
Shi Feng, Eric Wallace, Alvin Grissom II, Mohit Iyyer, Pedro Rodriguez, Jordan Boyd-Graber

* EMNLP 2018 camera ready 

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QuAC : Question Answering in Context

Aug 28, 2018
Eunsol Choi, He He, Mohit Iyyer, Mark Yatskar, Wen-tau Yih, Yejin Choi, Percy Liang, Luke Zettlemoyer

* EMNLP Camera Ready 

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Revisiting the Importance of Encoding Logic Rules in Sentiment Classification

Aug 23, 2018
Kalpesh Krishna, Preethi Jyothi, Mohit Iyyer

* EMNLP 2018 Camera Ready 

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Inducing and Embedding Senses with Scaled Gumbel Softmax

Apr 22, 2018
Fenfei Guo, Mohit Iyyer, Jordan Boyd-Graber


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Adversarial Example Generation with Syntactically Controlled Paraphrase Networks

Apr 17, 2018
Mohit Iyyer, John Wieting, Kevin Gimpel, Luke Zettlemoyer

* NAACL 2018 

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Learning to Color from Language

Apr 17, 2018
Varun Manjunatha, Mohit Iyyer, Jordan Boyd-Graber, Larry Davis

* North American Chapter of the Association for Computational Linguistics (NAACL), 2018 
* 6 pages 

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Deep contextualized word representations

Mar 22, 2018
Matthew E. Peters, Mark Neumann, Mohit Iyyer, Matt Gardner, Christopher Clark, Kenton Lee, Luke Zettlemoyer

* NAACL 2018. Originally posted to openreview 27 Oct 2017. v2 updated for NAACL camera ready 

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The Amazing Mysteries of the Gutter: Drawing Inferences Between Panels in Comic Book Narratives

May 07, 2017
Mohit Iyyer, Varun Manjunatha, Anupam Guha, Yogarshi Vyas, Jordan Boyd-Graber, Hal Daumé III, Larry Davis


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Answering Complicated Question Intents Expressed in Decomposed Question Sequences

Nov 04, 2016
Mohit Iyyer, Wen-tau Yih, Ming-Wei Chang


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Ask Me Anything: Dynamic Memory Networks for Natural Language Processing

Mar 05, 2016
Ankit Kumar, Ozan Irsoy, Peter Ondruska, Mohit Iyyer, James Bradbury, Ishaan Gulrajani, Victor Zhong, Romain Paulus, Richard Socher


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