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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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LET: Linguistic Knowledge Enhanced Graph Transformer for Chinese Short Text Matching


Feb 25, 2021
Boer Lyu, Lu Chen, Su Zhu, Kai Yu

* Accepted by AAAI 2021; 9 pages, 5 figures 

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CREDIT: Coarse-to-Fine Sequence Generation for Dialogue State Tracking


Sep 22, 2020
Zhi Chen, Lu Chen, Zihan Xu, Yanbin Zhao, Su Zhu, Kai Yu

* 10 pages, 3 figures 

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Dual Learning for Dialogue State Tracking


Sep 22, 2020
Zhi Chen, Lu Chen, Yanbin Zhao, Su Zhu, Kai Yu

* 7 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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Robust Spoken Language Understanding with RL-based Value Error Recovery


Sep 07, 2020
Chen Liu, Su Zhu, Lu Chen, Kai Yu

* Accepted to NLPCC 2020 

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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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Efficient Context and Schema Fusion Networks for Multi-Domain Dialogue State Tracking


Apr 10, 2020
Su Zhu, Jieyu Li, Lu Chen, Kai Yu

* 13 pages, 3 figures 

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Prior Knowledge Driven Label Embedding for Slot Filling in Natural Language Understanding


Mar 22, 2020
Su Zhu, Zijian Zhao, Rao Ma, Kai Yu

* 11 pages, 6 figures; Accepted for IEEE/ACM TRANSACTIONS ON AUDIO, SPEECH, AND LANGUAGE PROCESSING 

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Data Augmentation with Atomic Templates for Spoken Language Understanding


Aug 28, 2019
Zijian Zhao, Su Zhu, Kai Yu

* To appear in EMNLP 2019 

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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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A Hierarchical Decoding Model For Spoken Language Understanding From Unaligned Data


Apr 09, 2019
Zijian Zhao, Su Zhu, Kai Yu

* Accepted by ICASSP 2019 

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Concept Transfer Learning for Adaptive Language Understanding


Oct 08, 2017
Su Zhu, Kai Yu

* 10 pages, 4 figures 

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Encoder-decoder with Focus-mechanism for Sequence Labelling Based Spoken Language Understanding


Mar 13, 2017
Su Zhu, Kai Yu

* 5 pages, 2 figures 

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