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A Dataset of Information-Seeking Questions and Answers Anchored in Research Papers

May 07, 2021
Pradeep Dasigi, Kyle Lo, Iz Beltagy, Arman Cohan, Noah A. Smith, Matt Gardner

* Accepted at NAACL 2021; Project page: 

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Learning with Instance Bundles for Reading Comprehension

Apr 18, 2021
Dheeru Dua, Pradeep Dasigi, Sameer Singh, Matt Gardner

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Mitigating False-Negative Contexts in Multi-document QuestionAnswering with Retrieval Marginalization

Mar 22, 2021
Ansong Ni, Matt Gardner, Pradeep Dasigi

* 10 pages 

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IIRC: A Dataset of Incomplete Information Reading Comprehension Questions

Nov 13, 2020
James Ferguson, Matt Gardner, Hannaneh Hajishirzi, Tushar Khot, Pradeep Dasigi

* EMNLP 2020 

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Evaluating NLP Models via Contrast Sets

Apr 06, 2020
Matt Gardner, Yoav Artzi, Victoria Basmova, Jonathan Berant, Ben Bogin, Sihao Chen, Pradeep Dasigi, Dheeru Dua, Yanai Elazar, Ananth Gottumukkala, Nitish Gupta, Hanna Hajishirzi, Gabriel Ilharco, Daniel Khashabi, Kevin Lin, Jiangming Liu, Nelson F. Liu, Phoebe Mulcaire, Qiang Ning, Sameer Singh, Noah A. Smith, Sanjay Subramanian, Reut Tsarfaty, Eric Wallace, Ally Zhang, Ben Zhou

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Quoref: A Reading Comprehension Dataset with Questions Requiring Coreferential Reasoning

Sep 05, 2019
Pradeep Dasigi, Nelson F. Liu, Ana Marasović, Noah A. Smith, Matt Gardner

* 8 pages including appendix; EMNLP 2019 accepted paper camera ready version 

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DROP: A Reading Comprehension Benchmark Requiring Discrete Reasoning Over Paragraphs

Apr 16, 2019
Dheeru Dua, Yizhong Wang, Pradeep Dasigi, Gabriel Stanovsky, Sameer Singh, Matt Gardner

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AllenNLP: A Deep Semantic Natural Language Processing Platform

May 31, 2018
Matt Gardner, Joel Grus, Mark Neumann, Oyvind Tafjord, Pradeep Dasigi, Nelson Liu, Matthew Peters, Michael Schmitz, Luke Zettlemoyer

* Describes the initial version of AllenNLP. Many features and models have been added since the first release. This is the paper to cite if you use AllenNLP in your research. Updated 5/31/2018 with version accepted to the NLP OSS workshop help at ACL 2018 

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Ontology-Aware Token Embeddings for Prepositional Phrase Attachment

May 08, 2017
Pradeep Dasigi, Waleed Ammar, Chris Dyer, Eduard Hovy

* ACL 2017 

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Experiment Segmentation in Scientific Discourse as Clause-level Structured Prediction using Recurrent Neural Networks

Feb 17, 2017
Pradeep Dasigi, Gully A. P. C. Burns, Eduard Hovy, Anita de Waard

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