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MOLEMAN: Mention-Only Linking of Entities with a Mention Annotation Network


Jun 02, 2021
Nicholas FitzGerald, Jan A. Botha, Daniel Gillick, Daniel M. Bikel, Tom Kwiatkowski, Andrew McCallum

* Accepted to ACL 2021 

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Decontextualization: Making Sentences Stand-Alone


Feb 09, 2021
Eunsol Choi, Jennimaria Palomaki, Matthew Lamm, Tom Kwiatkowski, Dipanjan Das, Michael Collins

* To appear in Transactions of the Association for Computational Linguistics (TACL) 

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NeurIPS 2020 EfficientQA Competition: Systems, Analyses and Lessons Learned


Jan 01, 2021
Sewon Min, Jordan Boyd-Graber, Chris Alberti, Danqi Chen, Eunsol Choi, Michael Collins, Kelvin Guu, Hannaneh Hajishirzi, Kenton Lee, Jennimaria Palomaki, Colin Raffel, Adam Roberts, Tom Kwiatkowski, Patrick Lewis, Yuxiang Wu, Heinrich Küttler, Linqing Liu, Pasquale Minervini, Pontus Stenetorp, Sebastian Riedel, Sohee Yang, Minjoon Seo, Gautier Izacard, Fabio Petroni, Lucas Hosseini, Nicola De Cao, Edouard Grave, Ikuya Yamada, Sonse Shimaoka, Masatoshi Suzuki, Shumpei Miyawaki, Shun Sato, Ryo Takahashi, Jun Suzuki, Martin Fajcik, Martin Docekal, Karel Ondrej, Pavel Smrz, Hao Cheng, Yelong Shen, Xiaodong Liu, Pengcheng He, Weizhu Chen, Jianfeng Gao, Barlas Oguz, Xilun Chen, Vladimir Karpukhin, Stan Peshterliev, Dmytro Okhonko, Michael Schlichtkrull, Sonal Gupta, Yashar Mehdad, Wen-tau Yih

* 26 pages 

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Empirical Evaluation of Pretraining Strategies for Supervised Entity Linking


May 28, 2020
Thibault Févry, Nicholas FitzGerald, Livio Baldini Soares, Tom Kwiatkowski

* 11 pages, 8 figures, appearing at AKBC 2020 

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Entities as Experts: Sparse Memory Access with Entity Supervision


Apr 15, 2020
Thibault Févry, Livio Baldini Soares, Nicholas FitzGerald, Eunsol Choi, Tom Kwiatkowski


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TyDi QA: A Benchmark for Information-Seeking Question Answering in Typologically Diverse Languages


Mar 10, 2020
Jonathan H. Clark, Eunsol Choi, Michael Collins, Dan Garrette, Tom Kwiatkowski, Vitaly Nikolaev, Jennimaria Palomaki

* To appear in Transactions of the Association for Computational Linguistics (TACL) 2020. Please use this as the citation 

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Learning Cross-Context Entity Representations from Text


Jan 11, 2020
Jeffrey Ling, Nicholas FitzGerald, Zifei Shan, Livio Baldini Soares, Thibault Févry, David Weiss, Tom Kwiatkowski


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Real-Time Open-Domain Question Answering with Dense-Sparse Phrase Index


Jun 14, 2019
Minjoon Seo, Jinhyuk Lee, Tom Kwiatkowski, Ankur P. Parikh, Ali Farhadi, Hannaneh Hajishirzi

* ACL 2019; Code & demo available at https://nlp.cs.washington.edu/denspi/ ; Added comparison to Weaver (Raison et al., 2018) 

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Matching the Blanks: Distributional Similarity for Relation Learning


Jun 07, 2019
Livio Baldini Soares, Nicholas FitzGerald, Jeffrey Ling, Tom Kwiatkowski

* To appear at ACL 2019 

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BoolQ: Exploring the Surprising Difficulty of Natural Yes/No Questions


May 24, 2019
Christopher Clark, Kenton Lee, Ming-Wei Chang, Tom Kwiatkowski, Michael Collins, Kristina Toutanova

* In NAACL 2019 

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Incremental Reading for Question Answering


Jan 15, 2019
Samira Abnar, Tania Bedrax-weiss, Tom Kwiatkowski, William W. Cohen


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Phrase-Indexed Question Answering: A New Challenge for Scalable Document Comprehension


Sep 26, 2018
Minjoon Seo, Tom Kwiatkowski, Ankur P. Parikh, Ali Farhadi, Hannaneh Hajishirzi

* EMNLP 2018 short; 6 pages 

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Multi-Mention Learning for Reading Comprehension with Neural Cascades


May 30, 2018
Swabha Swayamdipta, Ankur P. Parikh, Tom Kwiatkowski

* Proceedings of ICLR 2018 

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Learning Recurrent Span Representations for Extractive Question Answering


Mar 17, 2017
Kenton Lee, Shimi Salant, Tom Kwiatkowski, Ankur Parikh, Dipanjan Das, Jonathan Berant


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