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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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End-to-End Synthetic Data Generation for Domain Adaptation of Question Answering Systems

Oct 12, 2020
Siamak Shakeri, Cicero Nogueira dos Santos, Henry Zhu, Patrick Ng, Feng Nan, Zhiguo Wang, Ramesh Nallapati, Bing Xiang

* EMNLP 2020 

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Template-Based Question Generation from Retrieved Sentences for Improved Unsupervised Question Answering

Apr 24, 2020
Alexander R. Fabbri, Patrick Ng, Zhiguo Wang, Ramesh Nallapati, Bing Xiang

* ACL 2020 

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Universal Text Representation from BERT: An Empirical Study

Oct 23, 2019
Xiaofei Ma, Zhiguo Wang, Patrick Ng, Ramesh Nallapati, Bing Xiang


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Multi-passage BERT: A Globally Normalized BERT Model for Open-domain Question Answering

Oct 02, 2019
Zhiguo Wang, Patrick Ng, Xiaofei Ma, Ramesh Nallapati, Bing Xiang

* To appear in EMNLP 2019 

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dna2vec: Consistent vector representations of variable-length k-mers

Jan 23, 2017
Patrick Ng

* 10 pages, 3 figures, 2 tables 

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