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Papers
R-VGAE: Relational-variational Graph Autoencoder for Unsupervised Prerequisite Chain Learning
Irene Li , Alexander Fabbri, Swapnil Hingmire, Dragomir Radev
COLING, 2020
Github
What are We Depressed about When We Talk about COVID19: Mental Health Analysis on Tweets Using Natural Language Processing
Irene Li, Yixin Li, Tianxiao Li, Sergio Alvarez-Napagao and Dario Garcia
Fortieth SGAI International Conference on Artificial Intelligence, 2020
Github
A Neural Topic-Attention Model for Medical Term Abbreviation Disambiguation
Irene Li , Michihiro Yasunaga, Muhammed Yavuz Nuzumlalı, Cesar Caraballo, Shiwani Mahajan, Harlan Krumholz and Dragomir Radev
Machine Learning for Health Workshop at NeurIPS 2019, Code
Multi-News: a Large-Scale Multi-Document Summarization Dataset and Abstractive Hierarchical Model
Alexander Fabbri, Irene Li , Tianwei She, Suyi Li and Dragomir Radev
Proceedings of ACL 2019, Dataset and Code
What Should I Learn First: Introducing LectureBank for NLP Education and Prerequisite Chain Learning
Irene Li , Alexander Fabbri, Robert Tung, and Dragomir Radev
Proceedings of AAAI 2019, Dataset BLOG
TutorialBank: Using a Manually-Collected Corpus for Prerequisite Chains, Survey Extraction and Resource Recommendation
Alexander Fabbri, Irene Li , Prawat Trairatvorakul, Yijiao He, Weitai Ting, Robert Tung, Caitlin Westerfield and Dragomir Radev
Proceedings of ACL 2018 Dataset BLOG
SParC: Cross-Domain Semantic Parsing in Context
Tao Yu, Rui Zhang, Michihiro Yasunaga, Yi-Chern Tan, Xi Victoria Lin, Suyi Li, Heyang Er, Irene Li , Bo Pang, Tao Chen, Emily Ji, Shreya Dixit, David Proctor, Sungrok Shim, Jonathan Kraft, Vincent Zhang, Caiming Xiong, Richard Socher and Dragomir Radev
Proceedings of ACL 2019
ScisummNet: A Large Annotated Corpus and Content-Impact Models for Scientific Paper Summarization with Citation Networks
Michihiro Yasunaga, Jungo Kasai, Rui Zhang, Alexander Fabbri, Irene Li , Dan Friedman, and Dragomir Radev
Proceedings of AAAI 2019
Spider: A Large-Scale Human-Labeled Dataset for Complex and Cross-Domain Semantic Parsing and Text-to-SQL Task
Tao Yu, Rui Zhang, Kai Yang, Michihiro Yasunaga, Dongxu Wang, Zifan Li, James Ma, Irene Li , Qingning Yao, Shanelle Roman, Zilin Zhang, and Dragomir Radev
Proceedings of EMNLP 2018 BLOG
Medical Text Classification Using Convolutional Neural Networks
Mark Hughes, Irene Li , Spyros Kotoulas, Toyotaro Suzumura
Informatics for Health 2017
Book Translation
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