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GraPPa: Grammar-Augmented Pre-Training for Table Semantic Parsing

Sep 29, 2020
Tao Yu, Chien-Sheng Wu, Xi Victoria Lin, Bailin Wang, Yi Chern Tan, Xinyi Yang, Dragomir Radev, Richard Socher, Caiming Xiong

* 14 pages 

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Photon: A Robust Cross-Domain Text-to-SQL System

Aug 03, 2020
Jichuan Zeng, Xi Victoria Lin, Caiming Xiong, Richard Socher, Michael R. Lyu, Irwin King, Steven C. H. Hoi

* ACL 2020 system demonstration paper extended . The first two authors contributed equally to this work 

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DART: Open-Domain Structured Data Record to Text Generation

Jul 06, 2020
Dragomir Radev, Rui Zhang, Amrit Rau, Abhinand Sivaprasad, Chiachun Hsieh, Nazneen Fatema Rajani, Xiangru Tang, Aadit Vyas, Neha Verma, Pranav Krishna, Yangxiaokang Liu, Nadia Irwanto, Jessica Pan, Faiaz Rahman, Ahmad Zaidi, Murori Mutuma, Yasin Tarabar, Ankit Gupta, Tao Yu, Yi Chern Tan, Xi Victoria Lin, Caiming Xiong, Richard Socher


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Double-Hard Debias: Tailoring Word Embeddings for Gender Bias Mitigation

May 03, 2020
Tianlu Wang, Xi Victoria Lin, Nazneen Fatema Rajani, Bryan McCann, Vicente Ordonez, Caiming Xiong

* Accepted to ACL 2020 

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CoSQL: A Conversational Text-to-SQL Challenge Towards Cross-Domain Natural Language Interfaces to Databases

Sep 11, 2019
Tao Yu, Rui Zhang, He Yang Er, Suyi Li, Eric Xue, Bo Pang, Xi Victoria Lin, Yi Chern Tan, Tianze Shi, Zihan Li, Youxuan Jiang, Michihiro Yasunaga, Sungrok Shim, Tao Chen, Alexander Fabbri, Zifan Li, Luyao Chen, Yuwen Zhang, Shreya Dixit, Vincent Zhang, Caiming Xiong, Richard Socher, Walter S Lasecki, Dragomir Radev

* Accepted to EMNLP 2019, long paper 

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Editing-Based SQL Query Generation for Cross-Domain Context-Dependent Questions

Sep 10, 2019
Rui Zhang, Tao Yu, He Yang Er, Sungrok Shim, Eric Xue, Xi Victoria Lin, Tianze Shi, Caiming Xiong, Richard Socher, Dragomir Radev

* EMNLP 2019 

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SParC: Cross-Domain Semantic Parsing in Context

Jun 05, 2019
Tao Yu, Rui Zhang, Michihiro Yasunaga, Yi Chern Tan, Xi Victoria Lin, Suyi Li, Heyang Er, Irene Li, Bo Pang, Tao Chen, Emily Ji, Shreya Dixit, David Proctor, Sungrok Shim, Jonathan Kraft, Vincent Zhang, Caiming Xiong, Richard Socher, Dragomir Radev

* Accepted to ACL 2019, long paper 

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Multi-Hop Knowledge Graph Reasoning with Reward Shaping

Sep 11, 2018
Xi Victoria Lin, Richard Socher, Caiming Xiong

* Accepted to EMNLP 2018, 12 pages 

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NL2Bash: A Corpus and Semantic Parser for Natural Language Interface to the Linux Operating System

Mar 02, 2018
Xi Victoria Lin, Chenglong Wang, Luke Zettlemoyer, Michael D. Ernst

* Accepted at the Language Resource and Evaluation Conference (LREC) 2018 

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