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ReasonBERT: Pre-trained to Reason with Distant Supervision

Sep 10, 2021
Xiang Deng, Yu Su, Alyssa Lees, You Wu, Cong Yu, Huan Sun

* Accepted to EMNLP'2021. Our code and pre-trained models are available at 

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Cooperative Reflection Design with Timing Offsets in Distributed Multi-RIS Communications

Jul 27, 2021
Yaqiong Zhao, Wei Xu, Huan Sun, Derrick Wing Kwan Ng, Xiaohu You

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Differential Privacy for Text Analytics via Natural Text Sanitization

Jun 02, 2021
Xiang Yue, Minxin Du, Tianhao Wang, Yaliang Li, Huan Sun, Sherman S. M. Chow

* ACL-ICJNLP'21 Findings; The first two authors contributed equally 

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Learning Structural Edits via Incremental Tree Transformations

Jan 28, 2021
Ziyu Yao, Frank F. Xu, Pengcheng Yin, Huan Sun, Graham Neubig

* ICLR 2021 

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Adversarial Training for Code Retrieval with Question-Description Relevance Regularization

Nov 10, 2020
Jie Zhao, Huan Sun

* Accepted to Findings of EMNLP 2020. 11 pages, 2 figures 

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CliniQG4QA: Generating Diverse Questions for Domain Adaptation of Clinical Question Answering

Nov 05, 2020
Xiang Yue, Xinliang Frederick Zhang, Ziyu Yao, Simon Lin, Huan Sun

* The first two authors contributed equally 

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COUGH: A Challenge Dataset and Models for COVID-19 FAQ Retrieval

Oct 24, 2020
Xinliang Frederick Zhang, Heming Sun, Xiang Yue, Emmett Jesrani, Simon Lin, Huan Sun

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Structure-Grounded Pretraining for Text-to-SQL

Oct 24, 2020
Xiang Deng, Ahmed Hassan Awadallah, Christopher Meek, Oleksandr Polozov, Huan Sun, Matthew Richardson

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Learning a Cost-Effective Annotation Policy for Question Answering

Oct 07, 2020
Bernhard Kratzwald, Stefan Feuerriegel, Huan Sun

* Accepted at EMNLP 2020 

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TURL: Table Understanding through Representation Learning

Jun 26, 2020
Xiang Deng, Huan Sun, Alyssa Lees, You Wu, Cong Yu

* Our source code, benchmark, as well as pre-trained models will be available on 

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Rationalizing Medical Relation Prediction from Corpus-level Statistics

May 02, 2020
Zhen Wang, Jennifer Lee, Simon Lin, Huan Sun

* ACL 2020 

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An Imitation Game for Learning Semantic Parsers from User Interaction

May 02, 2020
Ziyu Yao, Yiqi Tang, Wen-tau Yih, Huan Sun, Yu Su

* 17 pages, 6 figures 

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Clinical Reading Comprehension: A Thorough Analysis of the emrQA Dataset

May 01, 2020
Xiang Yue, Bernal Jimenez Gutierrez, Huan Sun

* Accepted by ACL 2020 

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Practical Annotation Strategies for Question Answering Datasets

Mar 06, 2020
Bernhard Kratzwald, Xiang Yue, Huan Sun, Stefan Feuerriegel

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Easy-to-Hard: Leveraging Simple Questions for Complex Question Generation

Dec 11, 2019
Jie Zhao, Xiang Deng, Huan Sun

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An End-to-End Framework for Cold Question Routing in Community Question Answering Services

Nov 22, 2019
Jiankai Sun, Jie Zhao, Huan Sun, Srinivasan Parthasarathy

* arXiv admin note: text overlap with arXiv:1807.00462 

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Model-based Interactive Semantic Parsing: A Unified Framework and A Text-to-SQL Case Study

Oct 11, 2019
Ziyu Yao, Yu Su, Huan Sun, Wen-tau Yih

* 14 pages, 4 figures, accepted to EMNLP 2019 

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Leveraging 2-hop Distant Supervision from Table Entity Pairs for Relation Extraction

Sep 13, 2019
Xiang Deng, Huan Sun

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Reinforced Dynamic Reasoning for Conversational Question Generation

Jul 29, 2019
Boyuan Pan, Hao Li, Ziyu Yao, Deng Cai, Huan Sun

* Accepted in ACL 2019 

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SurfCon: Synonym Discovery on Privacy-Aware Clinical Data

Jun 21, 2019
Zhen Wang, Xiang Yue, Soheil Moosavinasab, Yungui Huang, Simon Lin, Huan Sun

* KDD 2019 (Accepted for Oral Presentation at the Research track) 

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Graph Embedding on Biomedical Networks: Methods, Applications, and Evaluations

Jun 12, 2019
Xiang Yue, Zhen Wang, Jingong Huang, Srinivasan Parthasarathy, Soheil Moosavinasab, Yungui Huang, Simon M. Lin, Wen Zhang, Ping Zhang, Huan Sun

* Preprint submitted to Bioinformatics journal 

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CoaCor: Code Annotation for Code Retrieval with Reinforcement Learning

Mar 13, 2019
Ziyu Yao, Jayavardhan Reddy Peddamail, Huan Sun

* 10 pages, 2 figures. Accepted by The Web Conference (WWW) 2019 

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Interactive Semantic Parsing for If-Then Recipes via Hierarchical Reinforcement Learning

Aug 21, 2018
Ziyu Yao, Xiujun Li, Jianfeng Gao, Brian Sadler, Huan Sun

* 13 pages, 2 figures 

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Global Relation Embedding for Relation Extraction

Apr 19, 2018
Yu Su, Honglei Liu, Semih Yavuz, Izzeddin Gur, Huan Sun, Xifeng Yan

* Accepted to NAACL HLT 2018 

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StaQC: A Systematically Mined Question-Code Dataset from Stack Overflow

Mar 26, 2018
Ziyu Yao, Daniel S. Weld, Wei-Peng Chen, Huan Sun

* Accepted to the Web Conference 2018 (former WWW 2018), 11 pages, 6 figures 

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