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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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Improving Text-to-SQL Semantic Parsing with Fine-grained Query Understanding


Sep 28, 2022
Jun Wang, Patrick Ng, Alexander Hanbo Li, Jiarong Jiang, Zhiguo Wang, Ramesh Nallapati, Bing Xiang, Sudipta Sengupta

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* EMNLP Industry Track 2022 

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Learning to Selectively Learn for Weakly-supervised Paraphrase Generation


Sep 25, 2021
Kaize Ding, Dingcheng Li, Alexander Hanbo Li, Xing Fan, Chenlei Guo, Yang Liu, Huan Liu

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* Accepted by EMNLP 2021 (long) 

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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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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

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* Accepted to AAAI 2021 

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Decomposed Adversarial Learned Inference


Apr 21, 2020
Alexander Hanbo Li, Yaqing Wang, Changyou Chen, Jing Gao

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Censored Quantile Regression Forest


Jan 08, 2020
Alexander Hanbo Li, Jelena Bradic

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* International Conference on ArtificialIntelligence and Statistics (AISTATS) 2020 
* arXiv admin note: text overlap with arXiv:1902.03327 

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Semi-Supervised Learning for Text Classification by Layer Partitioning


Nov 26, 2019
Alexander Hanbo Li, Abhinav Sethy

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* ASRU 2019 

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Knowledge Enhanced Attention for Robust Natural Language Inference


Aug 31, 2019
Alexander Hanbo Li, Abhinav Sethy

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Censored Quantile Regression Forests


Feb 08, 2019
Alexander Hanbo Li, Jelena Bradic

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