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DecAF: Joint Decoding of Answers and Logical Forms for Question Answering over Knowledge Bases


Sep 30, 2022
Donghan Yu, Sheng Zhang, Patrick Ng, Henghui Zhu, Alexander Hanbo Li, Jun Wang, Yiqun Hu, William Wang, Zhiguo Wang, Bing Xiang

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QaNER: Prompting Question Answering Models for Few-shot Named Entity Recognition


Mar 04, 2022
Andy T. Liu, Wei Xiao, Henghui Zhu, Dejiao Zhang, Shang-Wen Li, Andrew Arnold

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* 8 pages, 6 figures 

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Virtual Augmentation Supported Contrastive Learning of Sentence Representations


Oct 16, 2021
Dejiao Zhang, Wei Xiao, Henghui Zhu, Xiaofei Ma, Andrew O. Arnold

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* 8 pages, 3 figures, 3 tables 

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Lifelong Pretraining: Continually Adapting Language Models to Emerging Corpora


Oct 16, 2021
Xisen Jin, Dejiao Zhang, Henghui Zhu, Wei Xiao, Shang-Wen Li, Xiaokai Wei, Andrew Arnold, Xiang Ren

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* 8 pages 

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Pairwise Supervised Contrastive Learning of Sentence Representations


Sep 12, 2021
Dejiao Zhang, Shang-Wen Li, Wei Xiao, Henghui Zhu, Ramesh Nallapati, Andrew O. Arnold, Bing Xiang

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* 9 pages, EMNLP 2021 

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Dual Reader-Parser on Hybrid Textual and Tabular Evidence for Open Domain Question Answering


Aug 05, 2021
Alexander Hanbo Li, Patrick Ng, Peng Xu, Henghui Zhu, Zhiguo Wang, Bing Xiang

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* ACL 2021 

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Improving Factual Consistency of Abstractive Summarization via Question Answering


May 10, 2021
Feng Nan, Cicero Nogueira dos Santos, Henghui Zhu, Patrick Ng, Kathleen McKeown, Ramesh Nallapati, Dejiao Zhang, Zhiguo Wang, Andrew O. Arnold, Bing Xiang

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* ACL-IJCNLP 2021 

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Supporting Clustering with Contrastive Learning


Mar 24, 2021
Dejiao Zhang, Feng Nan, Xiaokai Wei, Shangwen Li, Henghui Zhu, Kathleen McKeown, Ramesh Nallapati, Andrew Arnold, Bing Xiang

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* NAACL 2021 

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Entity-level Factual Consistency of Abstractive Text Summarization


Feb 18, 2021
Feng Nan, Ramesh Nallapati, Zhiguo Wang, Cicero Nogueira dos Santos, Henghui Zhu, Dejiao Zhang, Kathleen McKeown, Bing Xiang

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* EACL 2021 

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Zero-shot Generalization in Dialog State Tracking through Generative Question Answering


Jan 20, 2021
Shuyang Li, Jin Cao, Mukund Sridhar, Henghui Zhu, Shang-Wen Li, Wael Hamza, Julian McAuley

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* Accepted as a Long Paper at EACL 2021 

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