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Learning Contextual Representations for Semantic Parsing with Generation-Augmented Pre-Training

Dec 18, 2020
Peng Shi, Patrick Ng, Zhiguo Wang, Henghui Zhu, Alexander Hanbo Li, Jun Wang, Cicero Nogueira dos Santos, Bing Xiang

* Accepted to AAAI 2021 

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Answering Ambiguous Questions through Generative Evidence Fusion and Round-Trip Prediction

Nov 26, 2020
Yifan Gao, Henghui Zhu, Patrick Ng, Cicero Nogueira dos Santos, Zhiguo Wang, Feng Nan, Dejiao Zhang, Ramesh Nallapati, Andrew O. Arnold, Bing Xiang

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An Ensemble Approach for Automatic Structuring of Radiology Reports

Oct 11, 2020
Morteza Pourreza Shahri, Amir Tahmasebi, Bingyang Ye, Henghui Zhu, Javed Aslam, Timothy Ferris

* Accepted by the 3rd Clinical NLP Workshop at EMNLP 2020 

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Who did They Respond to? Conversation Structure Modeling using Masked Hierarchical Transformer

Nov 25, 2019
Henghui Zhu, Feng Nan, Zhiguo Wang, Ramesh Nallapati, Bing Xiang

* AAAI 2020 

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Clinical Concept Extraction with Contextual Word Embedding

Oct 24, 2018
Henghui Zhu, Ioannis Ch. Paschalidis, Amir Tahmasebi

* Submitted to NIPS ML4H workshop 

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Sequential Dynamic Decision Making with Deep Neural Nets on a Test-Time Budget

May 31, 2017
Henghui Zhu, Feng Nan, Ioannis Paschalidis, Venkatesh Saligrama

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Learning Policies for Markov Decision Processes from Data

Jan 21, 2017
Manjesh K. Hanawal, Hao Liu, Henghui Zhu, Ioannis Ch. Paschalidis

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