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A Well-Composed Text is Half Done! Composition Sampling for Diverse Conditional Generation


Mar 28, 2022
Shashi Narayan, Gonçalo Simões, Yao Zhao, Joshua Maynez, Dipanjan Das, Michael Collins, Mirella Lapata

* 21 pages, ACL 2022 

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Measuring Attribution in Natural Language Generation Models


Dec 23, 2021
Hannah Rashkin, Vitaly Nikolaev, Matthew Lamm, Michael Collins, Dipanjan Das, Slav Petrov, Gaurav Singh Tomar, Iulia Turc, David Reitter


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Partially Supervised Named Entity Recognition via the Expected Entity Ratio Loss


Aug 16, 2021
Thomas Effland, Michael Collins

* Accepted in TACL 2021, pre-MIT Press publication version 

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On planetary systems as ordered sequences


May 20, 2021
Emily Sandford, David Kipping, Michael Collins

* 25 pages, 19 figures, accepted to MNRAS 

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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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Evaluating Explanations: How much do explanations from the teacher aid students?


Dec 01, 2020
Danish Pruthi, Bhuwan Dhingra, Livio Baldini Soares, Michael Collins, Zachary C. Lipton, Graham Neubig, William W. Cohen

* Preprint 

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QED: A Framework and Dataset for Explanations in Question Answering


Sep 08, 2020
Matthew Lamm, Jennimaria Palomaki, Chris Alberti, Daniel Andor, Eunsol Choi, Livio Baldini Soares, Michael Collins


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Sparse, Dense, and Attentional Representations for Text Retrieval


May 01, 2020
Yi Luan, Jacob Eisenstein, Kristina Toutanova, Michael Collins


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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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