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TABBIE: Pretrained Representations of Tabular Data


May 06, 2021
Hiroshi Iida, Dung Thai, Varun Manjunatha, Mohit Iyyer


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IGA : An Intent-Guided Authoring Assistant


Apr 14, 2021
Simeng Sun, Wenlong Zhao, Varun Manjunatha, Rajiv Jain, Vlad Morariu, Franck Dernoncourt, Balaji Vasan Srinivasan, Mohit Iyyer

* 13 pages 

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Revisiting Simple Neural Probabilistic Language Models


Apr 08, 2021
Simeng Sun, Mohit Iyyer

* To appear at NAACL 2021 

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Changing the Mind of Transformers for Topically-Controllable Language Generation


Mar 29, 2021
Haw-Shiuan Chang, Jiaming Yuan, Mohit Iyyer, Andrew McCallum

* EACL 2021 

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Hurdles to Progress in Long-form Question Answering


Mar 10, 2021
Kalpesh Krishna, Aurko Roy, Mohit Iyyer

* accepted to NAACL 2021 (17 pages) 

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Weakly-Supervised Open-Retrieval Conversational Question Answering


Mar 03, 2021
Chen Qu, Liu Yang, Cen Chen, W. Bruce Croft, Kalpesh Krishna, Mohit Iyyer

* Accepted to ECIR'21 

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Analyzing Gender Bias within Narrative Tropes


Oct 30, 2020
Dhruvil Gala, Mohammad Omar Khursheed, Hannah Lerner, Brendan O'Connor, Mohit Iyyer


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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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