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LGESQL: Line Graph Enhanced Text-to-SQL Model with Mixed Local and Non-Local Relations

Jun 10, 2021
Ruisheng Cao, Lu Chen, Zhi Chen, Yanbin Zhao, Su Zhu, Kai Yu

* 15 pages, 8 figures, accepted to ACL 2021 main conference 

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Decoupled Dialogue Modeling and Semantic Parsing for Multi-Turn Text-to-SQL

Jun 09, 2021
Zhi Chen, Lu Chen, Hanqi Li, Ruisheng Cao, Da Ma, Mengyue Wu, Kai Yu

* 12 pages, 3 figures, accepted to Findings of ACL 2021 

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ShadowGNN: Graph Projection Neural Network for Text-to-SQL Parser

Apr 14, 2021
Zhi Chen, Lu Chen, Yanbin Zhao, Ruisheng Cao, Zihan Xu, Su Zhu, Kai Yu

* Accepted at NAACL2021, 11 pages, 4 figures 

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Vector Projection Network for Few-shot Slot Tagging in Natural Language Understanding

Sep 22, 2020
Su Zhu, Ruisheng Cao, Lu Chen, Kai Yu

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Unsupervised Dual Paraphrasing for Two-stage Semantic Parsing

May 27, 2020
Ruisheng Cao, Su Zhu, Chenyu Yang, Chen Liu, Rao Ma, Yanbin Zhao, Lu Chen, Kai Yu

* accepted by ACL 2020 

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Jointly Encoding Word Confusion Network and Dialogue Context with BERT for Spoken Language Understanding

May 24, 2020
Chen Liu, Su Zhu, Zijian Zhao, Ruisheng Cao, Lu Chen, Kai Yu

* Submitted to INTERSPEECH 2020 

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Dual Learning for Semi-Supervised Natural Language Understanding

Apr 26, 2020
Su Zhu, Ruisheng Cao, Kai Yu

* 11 pages, 4 figures; Submitted to IEEE/ACM Transactions on Audio Speech and Language Processing. Copyright may be transferred without notice, after which this version may no longer be accessible 

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Semantic Parsing with Dual Learning

Jul 24, 2019
Ruisheng Cao, Su Zhu, Chen Liu, Jieyu Li, Kai Yu

* Accepted by ACL 2019 Long Paper 

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