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EHRKit: A Python Natural Language Processing Toolkit for Electronic Health Record Texts



Irene Li , Keen You , Xiangru Tang , Yujie Qiao , Lucas Huang , Chia-Chun Hsieh , Benjamin Rosand , Dragomir Radev


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A Transfer Learning Pipeline for Educational Resource Discovery with Application in Leading Paragraph Generation



Irene Li , Thomas George , Alexander Fabbri , Tammy Liao , Benjamin Chen , Rina Kawamura , Richard Zhou , Vanessa Yan , Swapnil Hingmire , Dragomir Radev


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CLICKER: A Computational LInguistics Classification Scheme for Educational Resources



Swapnil Hingmire , Irene Li , Rena Kawamura , Benjamin Chen , Alexander Fabbri , Xiangru Tang , Yixin Liu , Thomas George , Tammy Liao , Wai Pan Wong , Vanessa Yan , Richard Zhou , Girish K. Palshikar , Dragomir Radev

* 7 pages, 5 figures, 4 tables 

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Surfer100: Generating Surveys From Web Resources on Wikipedia-style



Irene Li , Alexander Fabbri , Rina Kawamura , Yixin Liu , Xiangru Tang , Jaesung Tae , Chang Shen , Sally Ma , Tomoe Mizutani , Dragomir Radev


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Efficient Variational Graph Autoencoders for Unsupervised Cross-domain Prerequisite Chains



Irene Li , Vanessa Yan , Dragomir Radev

* 7 pages 

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Neural Natural Language Processing for Unstructured Data in Electronic Health Records: a Review



Irene Li , Jessica Pan , Jeremy Goldwasser , Neha Verma , Wai Pan Wong , Muhammed Yavuz Nuzumlalı , Benjamin Rosand , Yixin Li , Matthew Zhang , David Chang , R. Andrew Taylor , Harlan M. Krumholz , Dragomir Radev

* 33 pages, 11 figures 

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Unsupervised Cross-Domain Prerequisite Chain Learning using Variational Graph Autoencoders



Irene Li , Vanessa Yan , Tianxiao Li , Rihao Qu , Dragomir Radev

* Accepted by ACL 2021 

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