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Heterogeneous Graph Neural Networks for Multi-label Text Classification


Mar 26, 2021
Irene Li, Tianxiao Li, Yixin Li, Ruihai Dong, Toyotaro Suzumura

* 8 tables, 4 figures 

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Detecting Bias in Transfer Learning Approaches for Text Classification


Feb 03, 2021
Irene Li

* 3 figures 

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Global Data Science Project for COVID-19 Summary Report


Jun 10, 2020
Dario Garcia-Gasulla, Sergio Alvarez Napagao, Irene Li, Hiroshi Maruyama, Hiroki Kanezashi, Raquel P'erez-Arnal, Kunihiko Miyoshi, Euma Ishii, Keita Suzuki, Sayaka Shiba, Mariko Kurokawa, Yuta Kanzawa, Naomi Nakagawa, Masatoshi Hanai, Yixin Li, Tianxiao Li

* 42 pages, 49 figures 

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What are We Depressed about When We Talk about COVID19: Mental Health Analysis on Tweets Using Natural Language Processing


Apr 29, 2020
Irene Li, Yixin Li, Tianxiao Li, Sergio Alvarez-Napagao, Dario Garcia

* 7 pages, 7 figures 

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R-VGAE: Relational-variational Graph Autoencoder for Unsupervised Prerequisite Chain Learning


Apr 22, 2020
Irene Li, Alexander Fabbri, Swapnil Hingmire, Dragomir Radev

* 2 Figures, 3 Tables, 9 Pages 

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A Neural Topic-Attention Model for Medical Term Abbreviation Disambiguation


Oct 30, 2019
Irene Li, Michihiro Yasunaga, Muhammed Yavuz Nuzumlalı, Cesar Caraballo, Shiwani Mahajan, Harlan Krumholz, Dragomir Radev


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ScisummNet: A Large Annotated Corpus and Content-Impact Models for Scientific Paper Summarization with Citation Networks


Sep 16, 2019
Michihiro Yasunaga, Jungo Kasai, Rui Zhang, Alexander R. Fabbri, Irene Li, Dan Friedman, Dragomir R. Radev

* AAAI 2019 

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ScisummNet: A Large Annotated Dataset and Content-Impact Models for Scientific Paper Summarization with Citation Networks


Sep 04, 2019
Michihiro Yasunaga, Jungo Kasai, Rui Zhang, Alexander R. Fabbri, Irene Li, Dan Friedman, Dragomir R. Radev

* AAAI 2019 

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Multi-News: a Large-Scale Multi-Document Summarization Dataset and Abstractive Hierarchical Model


Jun 19, 2019
Alexander R. Fabbri, Irene Li, Tianwei She, Suyi Li, Dragomir R. Radev

* ACL 2019, 57th Annual Meeting of the Association for Computational Linguistics, Florence, Italy, 2019 

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