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Misinfo Belief Frames: A Case Study on Covid & Climate News

Apr 18, 2021
Saadia Gabriel, Skyler Hallinan, Maarten Sap, Pemi Nguyen, Franziska Roesner, Eunsol Choi, Yejin Choi

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Can NLI Models Verify QA Systems' Predictions?

Apr 18, 2021
Jifan Chen, Eunsol Choi, Greg Durrett

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Capturing Label Distribution: A Case Study in NLI

Feb 13, 2021
Shujian Zhang, Chengyue Gong, Eunsol Choi

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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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XOR QA: Cross-lingual Open-Retrieval Question Answering

Oct 24, 2020
Akari Asai, Jungo Kasai, Jonathan H. Clark, Kenton Lee, Eunsol Choi, Hannaneh Hajishirzi

* Our data and code are available at 

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Challenges in Information Seeking QA:Unanswerable Questions and Paragraph Retrieval

Oct 22, 2020
Akari Asai, Eunsol Choi

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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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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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MRQA 2019 Shared Task: Evaluating Generalization in Reading Comprehension

Oct 22, 2019
Adam Fisch, Alon Talmor, Robin Jia, Minjoon Seo, Eunsol Choi, Danqi Chen

* EMNLP 2019 Workshop on Machine Reading for Question Answering 

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No Permanent Friends or Enemies: Tracking Relationships between Nations from News

Apr 18, 2019
Xiaochuang Han, Eunsol Choi, Chenhao Tan

* NAACL 2019; code available at 

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pair2vec: Compositional Word-Pair Embeddings for Cross-Sentence Inference

Oct 20, 2018
Mandar Joshi, Eunsol Choi, Omer Levy, Daniel S. Weld, Luke Zettlemoyer

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FlowQA: Grasping Flow in History for Conversational Machine Comprehension

Oct 06, 2018
Hsin-Yuan Huang, Eunsol Choi, Wen-tau Yih

* 11 pages, 4 figures 

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Neural Metaphor Detection in Context

Aug 29, 2018
Ge Gao, Eunsol Choi, Yejin Choi, Luke Zettlemoyer

* EMNLP 2018 

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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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Ultra-Fine Entity Typing

Jul 13, 2018
Eunsol Choi, Omer Levy, Yejin Choi, Luke Zettlemoyer

* ACL 18 

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Zero-Shot Relation Extraction via Reading Comprehension

Jun 13, 2017
Omer Levy, Minjoon Seo, Eunsol Choi, Luke Zettlemoyer

* CoNLL 2017 

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TriviaQA: A Large Scale Distantly Supervised Challenge Dataset for Reading Comprehension

May 13, 2017
Mandar Joshi, Eunsol Choi, Daniel S. Weld, Luke Zettlemoyer

* Added references, fixed typos, minor baseline update 

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Hierarchical Question Answering for Long Documents

Feb 08, 2017
Eunsol Choi, Daniel Hewlett, Alexandre Lacoste, Illia Polosukhin, Jakob Uszkoreit, Jonathan Berant

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Hedge detection as a lens on framing in the GMO debates: A position paper

Jun 05, 2012
Eunsol Choi, Chenhao Tan, Lillian Lee, Cristian Danescu-Niculescu-Mizil, Jennifer Spindel

* 10 pp; to appear in Proceedings of the ACL Workshop on Extra-Propositional Aspects of Meaning in Computational Linguistics, 2012. Data available at 

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