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Reinforcement Learning for Abstractive Question Summarization with Question-aware Semantic Rewards


Jul 01, 2021
Shweta Yadav, Deepak Gupta, Asma Ben Abacha, Dina Demner-Fushman

* To appear at ACL 2021 

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Question-aware Transformer Models for Consumer Health Question Summarization


Jun 01, 2021
Shweta Yadav, Deepak Gupta, Asma Ben Abacha, Dina Demner-Fushman


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Searching for Scientific Evidence in a Pandemic: An Overview of TREC-COVID


Apr 19, 2021
Kirk Roberts, Tasmeer Alam, Steven Bedrick, Dina Demner-Fushman, Kyle Lo, Ian Soboroff, Ellen Voorhees, Lucy Lu Wang, William R Hersh


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Question-Driven Summarization of Answers to Consumer Health Questions


May 20, 2020
Max Savery, Asma Ben Abacha, Soumya Gayen, Dina Demner-Fushman


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Bridging the Knowledge Gap: Enhancing Question Answering with World and Domain Knowledge


Oct 16, 2019
Travis R. Goodwin, Dina Demner-Fushman

* 6 pages, 5 figures, 2 tables 

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Understanding Spatial Language in Radiology: Representation Framework, Annotation, and Spatial Relation Extraction from Chest X-ray Reports using Deep Learning


Aug 13, 2019
Surabhi Datta, Yuqi Si, Laritza Rodriguez, Sonya E Shooshan, Dina Demner-Fushman, Kirk Roberts


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A Question-Entailment Approach to Question Answering


Jan 23, 2019
Asma Ben Abacha, Dina Demner-Fushman


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Learning to Read Chest X-Rays: Recurrent Neural Cascade Model for Automated Image Annotation


Mar 28, 2016
Hoo-Chang Shin, Kirk Roberts, Le Lu, Dina Demner-Fushman, Jianhua Yao, Ronald M Summers


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