Natural Language Interface for Data Analytics

论文与出版物

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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

人员

Zhitao Hou

SR PRINCIPAL RESEARCHER

Haidong Zhang

Principal Architect

Zeqi Lin

Principal Researcher

Yan XIAO

RSDE

MSRA

Dongmei Zhang

Distinguished Scientist, Deputy Managing Director, Microsoft Research Asia