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


Apr 13, 2022
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


Jan 07, 2022
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


Dec 16, 2021
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

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* 7 pages, 5 figures, 4 tables 

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Surfer100: Generating Surveys From Web Resources on Wikipedia-style


Dec 13, 2021
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


Oct 06, 2021
Irene Li, Vanessa Yan, Dragomir Radev

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* 7 pages 

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


Jul 07, 2021
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

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* 33 pages, 11 figures 

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Unsupervised Cross-Domain Prerequisite Chain Learning using Variational Graph Autoencoders


May 27, 2021
Irene Li, Vanessa Yan, Tianxiao Li, Rihao Qu, Dragomir Radev

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* Accepted by ACL 2021 

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