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
Publications
Publications by Year
-
Weakly Supervised Semantic Parsing by Learning from Mistakes
Jiaqi Guo, Jian-Guang Lou, Ting Liu, Dongmei Zhang
EMNLP'21 (Findings) | November 2021
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
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
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
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
Iterative Utterance Segmentation for Neural Semantic Parsing
Yinuo GUO, Zeqi Lin, Jian-Guang Lou, Dongmei Zhang
AAAI'21 | February 2021
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
-
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
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
Hierarchical Poset Decoding for Compositional Generalization in Language
Yinuo GUO, Zeqi Lin, Jian-Guang Lou, Dongmei Zhang
NeurIPS'20 | November 2020
Incomplete Utterance Rewriting as Semantic Segmentation
Qian LIU, Bei Chen, Jian-Guang Lou, Bin ZHOU, Dongmei Zhang
EMNLP'20 (full paper) | November 2020
“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
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
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
-
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
Data-Anonymous Encoding for Text-to-SQL Generation
Zhen DONG, Shizhao SUN, Hongzhi LIU, Jian-Guang Lou, Dongmei Zhang
EMNLP | November 2019
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
Towards Complex Text-to-SQL in Cross-Domain Database with Intermediate Representation
ACL19 | August 2019
FANDA: A Novel Approach to Perform Follow-up Query Analysis
Qian LIU, Bei Chen, Jian-Guang Lou, Ge JIN, Dongmei Zhang
AAAI19 | January 2019
Publications by Research Area
-
Weakly Supervised Semantic Parsing by Learning from Mistakes
Jiaqi Guo, Jian-Guang Lou, Ting Liu, Dongmei Zhang
EMNLP'21 (Findings) | November 2021
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
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
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
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
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
Iterative Utterance Segmentation for Neural Semantic Parsing
Yinuo GUO, Zeqi Lin, Jian-Guang Lou, Dongmei Zhang
AAAI'21 | February 2021
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
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
Hierarchical Poset Decoding for Compositional Generalization in Language
Yinuo GUO, Zeqi Lin, Jian-Guang Lou, Dongmei Zhang
NeurIPS'20 | November 2020
“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
Incomplete Utterance Rewriting as Semantic Segmentation
Qian LIU, Bei Chen, Jian-Guang Lou, Bin ZHOU, Dongmei Zhang
EMNLP'20 (full paper) | November 2020
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
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
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
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
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
Data-Anonymous Encoding for Text-to-SQL Generation
Zhen DONG, Shizhao SUN, Hongzhi LIU, Jian-Guang Lou, Dongmei Zhang
EMNLP | November 2019
Towards Complex Text-to-SQL in Cross-Domain Database with Intermediate Representation
ACL19 | August 2019
FANDA: A Novel Approach to Perform Follow-up Query Analysis
Qian LIU, Bei Chen, Jian-Guang Lou, Ge JIN, Dongmei Zhang
AAAI19 | January 2019
-
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
-
FANDA: A Novel Approach to Perform Follow-up Query Analysis
Qian LIU, Bei Chen, Jian-Guang Lou, Ge JIN, Dongmei Zhang
AAAI19 | January 2019
Publications by Type
-
Weakly Supervised Semantic Parsing by Learning from Mistakes
Jiaqi Guo, Jian-Guang Lou, Ting Liu, Dongmei Zhang
EMNLP'21 (Findings) | November 2021
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
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
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
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
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
Iterative Utterance Segmentation for Neural Semantic Parsing
Yinuo GUO, Zeqi Lin, Jian-Guang Lou, Dongmei Zhang
AAAI'21 | February 2021
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
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
Hierarchical Poset Decoding for Compositional Generalization in Language
Yinuo GUO, Zeqi Lin, Jian-Guang Lou, Dongmei Zhang
NeurIPS'20 | November 2020
“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
Incomplete Utterance Rewriting as Semantic Segmentation
Qian LIU, Bei Chen, Jian-Guang Lou, Bin ZHOU, Dongmei Zhang
EMNLP'20 (full paper) | November 2020
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
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
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
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
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
Data-Anonymous Encoding for Text-to-SQL Generation
Zhen DONG, Shizhao SUN, Hongzhi LIU, Jian-Guang Lou, Dongmei Zhang
EMNLP | November 2019
Towards Complex Text-to-SQL in Cross-Domain Database with Intermediate Representation
ACL19 | August 2019
FANDA: A Novel Approach to Perform Follow-up Query Analysis
Qian LIU, Bei Chen, Jian-Guang Lou, Ge JIN, Dongmei Zhang
AAAI19 | January 2019
People
Jian-Guang Lou
Sr. Principal Research Manager
Zhitao Hou
SR PRINCIPAL RESEARCHER
Haidong Zhang
Principal Architect
Yan Gao
Researcher
Zeqi Lin
Senior Researcher
Yan XIAO
RSDE
MSRA
Dongmei Zhang
Distinguished Scientist, Deputy Managing Director, Microsoft Research Asia