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Do Long-Range Language Models Actually Use Long-Range Context?


Sep 19, 2021
Simeng Sun, Kalpesh Krishna, Andrew Mattarella-Micke, Mohit Iyyer

* EMNLP2021 

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The Perils of Using Mechanical Turk to Evaluate Open-Ended Text Generation


Sep 14, 2021
Marzena Karpinska, Nader Akoury, Mohit Iyyer

* EMNLP 2021 (20 pages) 

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Phrase-BERT: Improved Phrase Embeddings from BERT with an Application to Corpus Exploration


Sep 13, 2021
Shufan Wang, Laure Thompson, Mohit Iyyer

* EMNLP 2021 Conference Camera Ready 

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STraTA: Self-Training with Task Augmentation for Better Few-shot Learning


Sep 13, 2021
Tu Vu, Minh-Thang Luong, Quoc V. Le, Grady Simon, Mohit Iyyer

* Accepted as a conference paper at EMNLP 2021, 17 pages, 3 figures, 11 tables 

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Improved Latent Tree Induction with Distant Supervision via Span Constraints


Sep 10, 2021
Zhiyang Xu, Andrew Drozdov, Jay Yoon Lee, Tim O'Gorman, Subendhu Rongali, Dylan Finkbeiner, Shilpa Suresh, Mohit Iyyer, Andrew McCallum

* EMNLP 2021 

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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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