Natural Language Interface for Data Analytics

Publications

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- Translating Headers of Tabular Data: A Pilot Study of Schema Translation
  
  Kunrui Zhu, Yan Gao, Jiaqi Guo, Jian-Guang Lou
  
  2021 Empirical Methods in Natural Language Processing | November 2021
  
  Publication
- Weakly Supervised Semantic Parsing by Learning from Mistakes
  
  Jiaqi Guo, Jian-Guang Lou, Ting Liu, Dongmei Zhang
  
  EMNLP'21 (Findings) | November 2021
  
  Publication
- Keep the Structure: A Latent Shift-Reduce Parser for Semantic Parsing
  
  Yuntao LI, Bei Chen, Qian LIU, Yan Gao, Jian-Guang Lou, Yan ZHANG, Dongmei Zhang
  
  IJCAI'21 | August 2021
  
  Publication
- Awakening Latent Grounding from Pretrained Language Models for Semantic Parsing
  
  Qian LIU, Dejian Yang (deyang), Jiahui ZHANG, Jiaqi GUO, Bin ZHOU, Jian-Guang Lou
  
  ACL-IJCNLP 2021 (findings) | July 2021
  
  Publication
- CHASE: A Large-Scale and Pragmatic Chinese Dataset for Cross-Database Context-Dependent Text-to-SQL
  
  Jiaqi GUO, Ziliang Si, Yu WANG, Qian LIU, Ming FAN, Jian-Guang Lou, Zijiang YANG, Ting LIU
  
  ACL-IJCNLP 2021 | July 2021
  
  Publication
- Learning Algebraic Recombination for Compositional Generalization
  
  Chenyao Liu, Shengnan An, Zeqi Lin, Qian Liu, Bei Chen, Jian-Guang Lou, Lijie Wen, Nanning Zheng, Dongmei Zhang
  
  ACL-IJCNLP 2021 (findings) | July 2021
  
  Publication
- Iterative Utterance Segmentation for Neural Semantic Parsing
  
  Yinuo GUO, Zeqi Lin, Jian-Guang Lou, Dongmei Zhang
  
  AAAI'21 | February 2021
  
  Author's Version
- Revisiting Iterative Back-Translation from the Perspective of Compositional Generalization
  
  Yinuo GUO, Hualei ZHU, Zeqi Lin, Bei Chen, Jian-Guang Lou, Dongmei Zhang
  
  AAAI'21 | February 2021
  
  Author's Version
- Benchmarking Meaning Representations in Neural Semantic Parsing
  
  Jiaqi GUO, Qian LIU, Jian-Guang Lou, Zhenwen LI, Susan Xueqing LIU, Tao XIE, Ting LIU
  
  EMNLP'20 (full paper) | November 2020
  
  Author's Version
- Compositional Generalization by Learning Analytical Expressions
  
  Qian Liu, Shengnan An, Jian-Guang Lou, Bei Chen, Zeqi Lin, Yan Gao, Bin Zhou, Nanning Zheng, Dongmei Zhang
  
  NeurIPS 2020 (spotlight paper) | November 2020
  
  Publication
- Hierarchical Poset Decoding for Compositional Generalization in Language
  
  Yinuo GUO, Zeqi Lin, Jian-Guang Lou, Dongmei Zhang
  
  NeurIPS'20 | November 2020
  
  Publication
- Incomplete Utterance Rewriting as Semantic Segmentation
  
  Qian LIU, Bei Chen, Jian-Guang Lou, Bin ZHOU, Dongmei Zhang
  
  EMNLP'20 (full paper) | November 2020
  
  Publication
- “What Do You Mean by That?” A Parser-Independent Interactive Approach for Enhancing Text-to-SQL
  
  Yuntao LI, Bei Chen, Qian LIU, Yan Gao, Jian-Guang Lou, Dongmei Zhang
  
  EMNLP'20 (full paper) | November 2020
  
  Author's Version
- How Far are We from Effective Context Modeling? An Exploratory Study on Semantic Parsing in Context
  
  Qian Liu, Jiaqi Guo, Bei Chen, Jian-Guang Lou, Bin Zhou, Dongmei Zhang
  
  IJCAI2020 | July 2020
  
  Publication
- RECPARSER: A Recursive Semantic Parsing Framework for Text-to-SQL Task
  
  Yu Zeng, Yan Gao, Jiaqi Guo, Bei Chen, Qian Liu, Jian-Guang Lou, Fei Teng, Dongmei Zhang
  
  IJCAI 2020 | July 2020
  
  Author's Version
- A Split-and-Recombine Approach for Follow-up Query Analysis
  
  Qian LIU, Bei Chen, Haoyan LIU, Jian-Guang Lou, Lei Fang, Bin ZHOU, Dongmei Zhang
  
  EMNLP | November 2019
  
  Publication
- Data-Anonymous Encoding for Text-to-SQL Generation
  
  Zhen DONG, Shizhao SUN, Hongzhi LIU, Jian-Guang Lou, Dongmei Zhang
  
  EMNLP | November 2019
  
  Publication
- Leveraging Adjective-Noun Phrasing Knowledge for Comparison Relation Prediction in Text-to-SQL
  
  Haoyan LIU, Lei Fang, Qian LIU, Bei Chen, Jian-Guang Lou, Zhoujun LI
  
  EMNLP | November 2019
  
  Author's Version
- Towards Complex Text-to-SQL in Cross-Domain Database with Intermediate Representation
  
  ACL19 | August 2019
  
  Publication
- FANDA: A Novel Approach to Perform Follow-up Query Analysis
  
  Qian LIU, Bei Chen, Jian-Guang Lou, Ge JIN, Dongmei Zhang
  
  AAAI19 | January 2019
  
  Publication

- Weakly Supervised Semantic Parsing by Learning from Mistakes
  
  Jiaqi Guo, Jian-Guang Lou, Ting Liu, Dongmei Zhang
  
  EMNLP'21 (Findings) | November 2021
  
  Publication
- Translating Headers of Tabular Data: A Pilot Study of Schema Translation
  
  Kunrui Zhu, Yan Gao, Jiaqi Guo, Jian-Guang Lou
  
  2021 Empirical Methods in Natural Language Processing | November 2021
  
  Publication
- Keep the Structure: A Latent Shift-Reduce Parser for Semantic Parsing
  
  Yuntao LI, Bei Chen, Qian LIU, Yan Gao, Jian-Guang Lou, Yan ZHANG, Dongmei Zhang
  
  IJCAI'21 | August 2021
  
  Publication
- Awakening Latent Grounding from Pretrained Language Models for Semantic Parsing
  
  Qian LIU, Dejian Yang (deyang), Jiahui ZHANG, Jiaqi GUO, Bin ZHOU, Jian-Guang Lou
  
  ACL-IJCNLP 2021 (findings) | July 2021
  
  Publication
- Learning Algebraic Recombination for Compositional Generalization
  
  Chenyao Liu, Shengnan An, Zeqi Lin, Qian Liu, Bei Chen, Jian-Guang Lou, Lijie Wen, Nanning Zheng, Dongmei Zhang
  
  ACL-IJCNLP 2021 (findings) | July 2021
  
  Publication
- CHASE: A Large-Scale and Pragmatic Chinese Dataset for Cross-Database Context-Dependent Text-to-SQL
  
  Jiaqi GUO, Ziliang Si, Yu WANG, Qian LIU, Ming FAN, Jian-Guang Lou, Zijiang YANG, Ting LIU
  
  ACL-IJCNLP 2021 | July 2021
  
  Publication
- Iterative Utterance Segmentation for Neural Semantic Parsing
  
  Yinuo GUO, Zeqi Lin, Jian-Guang Lou, Dongmei Zhang
  
  AAAI'21 | February 2021
  
  Author's Version
- Revisiting Iterative Back-Translation from the Perspective of Compositional Generalization
  
  Yinuo GUO, Hualei ZHU, Zeqi Lin, Bei Chen, Jian-Guang Lou, Dongmei Zhang
  
  AAAI'21 | February 2021
  
  Author's Version
- Compositional Generalization by Learning Analytical Expressions
  
  Qian Liu, Shengnan An, Jian-Guang Lou, Bei Chen, Zeqi Lin, Yan Gao, Bin Zhou, Nanning Zheng, Dongmei Zhang
  
  NeurIPS 2020 (spotlight paper) | November 2020
  
  Publication
- Hierarchical Poset Decoding for Compositional Generalization in Language
  
  Yinuo GUO, Zeqi Lin, Jian-Guang Lou, Dongmei Zhang
  
  NeurIPS'20 | November 2020
  
  Publication
- “What Do You Mean by That?” A Parser-Independent Interactive Approach for Enhancing Text-to-SQL
  
  Yuntao LI, Bei Chen, Qian LIU, Yan Gao, Jian-Guang Lou, Dongmei Zhang
  
  EMNLP'20 (full paper) | November 2020
  
  Author's Version
- Incomplete Utterance Rewriting as Semantic Segmentation
  
  Qian LIU, Bei Chen, Jian-Guang Lou, Bin ZHOU, Dongmei Zhang
  
  EMNLP'20 (full paper) | November 2020
  
  Publication
- Benchmarking Meaning Representations in Neural Semantic Parsing
  
  Jiaqi GUO, Qian LIU, Jian-Guang Lou, Zhenwen LI, Susan Xueqing LIU, Tao XIE, Ting LIU
  
  EMNLP'20 (full paper) | November 2020
  
  Author's Version
- RECPARSER: A Recursive Semantic Parsing Framework for Text-to-SQL Task
  
  Yu Zeng, Yan Gao, Jiaqi Guo, Bei Chen, Qian Liu, Jian-Guang Lou, Fei Teng, Dongmei Zhang
  
  IJCAI 2020 | July 2020
  
  Author's Version
- How Far are We from Effective Context Modeling? An Exploratory Study on Semantic Parsing in Context
  
  Qian Liu, Jiaqi Guo, Bei Chen, Jian-Guang Lou, Bin Zhou, Dongmei Zhang
  
  IJCAI2020 | July 2020
  
  Publication
- A Split-and-Recombine Approach for Follow-up Query Analysis
  
  Qian LIU, Bei Chen, Haoyan LIU, Jian-Guang Lou, Lei Fang, Bin ZHOU, Dongmei Zhang
  
  EMNLP | November 2019
  
  Publication
- Leveraging Adjective-Noun Phrasing Knowledge for Comparison Relation Prediction in Text-to-SQL
  
  Haoyan LIU, Lei Fang, Qian LIU, Bei Chen, Jian-Guang Lou, Zhoujun LI
  
  EMNLP | November 2019
  
  Author's Version
- Data-Anonymous Encoding for Text-to-SQL Generation
  
  Zhen DONG, Shizhao SUN, Hongzhi LIU, Jian-Guang Lou, Dongmei Zhang
  
  EMNLP | November 2019
  
  Publication
- Towards Complex Text-to-SQL in Cross-Domain Database with Intermediate Representation
  
  ACL19 | August 2019
  
  Publication
- FANDA: A Novel Approach to Perform Follow-up Query Analysis
  
  Qian LIU, Bei Chen, Jian-Guang Lou, Ge JIN, Dongmei Zhang
  
  AAAI19 | January 2019
  
  Publication
- Learning Algebraic Recombination for Compositional Generalization
  
  Chenyao Liu, Shengnan An, Zeqi Lin, Qian Liu, Bei Chen, Jian-Guang Lou, Lijie Wen, Nanning Zheng, Dongmei Zhang
  
  ACL-IJCNLP 2021 (findings) | July 2021
  
  Publication
- FANDA: A Novel Approach to Perform Follow-up Query Analysis
  
  Qian LIU, Bei Chen, Jian-Guang Lou, Ge JIN, Dongmei Zhang
  
  AAAI19 | January 2019
  
  Publication

- Weakly Supervised Semantic Parsing by Learning from Mistakes
  
  Jiaqi Guo, Jian-Guang Lou, Ting Liu, Dongmei Zhang
  
  EMNLP'21 (Findings) | November 2021
  
  Publication
- Translating Headers of Tabular Data: A Pilot Study of Schema Translation
  
  Kunrui Zhu, Yan Gao, Jiaqi Guo, Jian-Guang Lou
  
  2021 Empirical Methods in Natural Language Processing | November 2021
  
  Publication
- Keep the Structure: A Latent Shift-Reduce Parser for Semantic Parsing
  
  Yuntao LI, Bei Chen, Qian LIU, Yan Gao, Jian-Guang Lou, Yan ZHANG, Dongmei Zhang
  
  IJCAI'21 | August 2021
  
  Publication
- Awakening Latent Grounding from Pretrained Language Models for Semantic Parsing
  
  Qian LIU, Dejian Yang (deyang), Jiahui ZHANG, Jiaqi GUO, Bin ZHOU, Jian-Guang Lou
  
  ACL-IJCNLP 2021 (findings) | July 2021
  
  Publication
- Learning Algebraic Recombination for Compositional Generalization
  
  Chenyao Liu, Shengnan An, Zeqi Lin, Qian Liu, Bei Chen, Jian-Guang Lou, Lijie Wen, Nanning Zheng, Dongmei Zhang
  
  ACL-IJCNLP 2021 (findings) | July 2021
  
  Publication
- CHASE: A Large-Scale and Pragmatic Chinese Dataset for Cross-Database Context-Dependent Text-to-SQL
  
  Jiaqi GUO, Ziliang Si, Yu WANG, Qian LIU, Ming FAN, Jian-Guang Lou, Zijiang YANG, Ting LIU
  
  ACL-IJCNLP 2021 | July 2021
  
  Publication
- Iterative Utterance Segmentation for Neural Semantic Parsing
  
  Yinuo GUO, Zeqi Lin, Jian-Guang Lou, Dongmei Zhang
  
  AAAI'21 | February 2021
  
  Author's Version
- Revisiting Iterative Back-Translation from the Perspective of Compositional Generalization
  
  Yinuo GUO, Hualei ZHU, Zeqi Lin, Bei Chen, Jian-Guang Lou, Dongmei Zhang
  
  AAAI'21 | February 2021
  
  Author's Version
- Compositional Generalization by Learning Analytical Expressions
  
  Qian Liu, Shengnan An, Jian-Guang Lou, Bei Chen, Zeqi Lin, Yan Gao, Bin Zhou, Nanning Zheng, Dongmei Zhang
  
  NeurIPS 2020 (spotlight paper) | November 2020
  
  Publication
- Hierarchical Poset Decoding for Compositional Generalization in Language
  
  Yinuo GUO, Zeqi Lin, Jian-Guang Lou, Dongmei Zhang
  
  NeurIPS'20 | November 2020
  
  Publication
- “What Do You Mean by That?” A Parser-Independent Interactive Approach for Enhancing Text-to-SQL
  
  Yuntao LI, Bei Chen, Qian LIU, Yan Gao, Jian-Guang Lou, Dongmei Zhang
  
  EMNLP'20 (full paper) | November 2020
  
  Author's Version
- Incomplete Utterance Rewriting as Semantic Segmentation
  
  Qian LIU, Bei Chen, Jian-Guang Lou, Bin ZHOU, Dongmei Zhang
  
  EMNLP'20 (full paper) | November 2020
  
  Publication
- Benchmarking Meaning Representations in Neural Semantic Parsing
  
  Jiaqi GUO, Qian LIU, Jian-Guang Lou, Zhenwen LI, Susan Xueqing LIU, Tao XIE, Ting LIU
  
  EMNLP'20 (full paper) | November 2020
  
  Author's Version
- RECPARSER: A Recursive Semantic Parsing Framework for Text-to-SQL Task
  
  Yu Zeng, Yan Gao, Jiaqi Guo, Bei Chen, Qian Liu, Jian-Guang Lou, Fei Teng, Dongmei Zhang
  
  IJCAI 2020 | July 2020
  
  Author's Version
- How Far are We from Effective Context Modeling? An Exploratory Study on Semantic Parsing in Context
  
  Qian Liu, Jiaqi Guo, Bei Chen, Jian-Guang Lou, Bin Zhou, Dongmei Zhang
  
  IJCAI2020 | July 2020
  
  Publication
- A Split-and-Recombine Approach for Follow-up Query Analysis
  
  Qian LIU, Bei Chen, Haoyan LIU, Jian-Guang Lou, Lei Fang, Bin ZHOU, Dongmei Zhang
  
  EMNLP | November 2019
  
  Publication
- Leveraging Adjective-Noun Phrasing Knowledge for Comparison Relation Prediction in Text-to-SQL
  
  Haoyan LIU, Lei Fang, Qian LIU, Bei Chen, Jian-Guang Lou, Zhoujun LI
  
  EMNLP | November 2019
  
  Author's Version
- Data-Anonymous Encoding for Text-to-SQL Generation
  
  Zhen DONG, Shizhao SUN, Hongzhi LIU, Jian-Guang Lou, Dongmei Zhang
  
  EMNLP | November 2019
  
  Publication
- Towards Complex Text-to-SQL in Cross-Domain Database with Intermediate Representation
  
  ACL19 | August 2019
  
  Publication
- FANDA: A Novel Approach to Perform Follow-up Query Analysis
  
  Qian LIU, Bei Chen, Jian-Guang Lou, Ge JIN, Dongmei Zhang
  
  AAAI19 | January 2019
  
  Publication

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Zhitao Hou

SR PRINCIPAL RESEARCHER

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Haidong Zhang

Principal Architect

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Zeqi Lin

Principal Researcher

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Yan XIAO

RSDE

MSRA

Dongmei Zhang

Distinguished Scientist, Deputy Managing Director, Microsoft Research Asia

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