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Voice activity detection in the wild: A data-driven approach using teacher-student training


May 10, 2021
Heinrich Dinkel, Shuai Wang, Xuenan Xu, Mengyue Wu, Kai Yu

* IEEE/ACM Transactions on Audio, Speech, and Language Processing, vol. 29, pp. 1542-1555, 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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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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Text-to-Audio Grounding: Building Correspondence Between Captions and Sound Events


Feb 23, 2021
Xuenan Xu, Heinrich Dinkel, Mengyue Wu, Kai Yu


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Investigating Local and Global Information for Automated Audio Captioning with Transfer Learning


Feb 23, 2021
Xuenan Xu, Heinrich Dinkel, Mengyue Wu, Zeyu Xie, Kai Yu


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A 3D Non-stationary MmWave Channel Model for Vacuum Tube Ultra-High-Speed Train Channels


Feb 09, 2021
Yingjie Xu, Kai Yu, Li Li, Xianfu Lei, Li Hao, Cheng-Xiang Wang


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Towards duration robust weakly supervised sound event detection


Feb 05, 2021
Heinrich Dinkel, Mengyue Wu, Kai Yu


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WebSRC: A Dataset for Web-Based Structural Reading Comprehension


Jan 23, 2021
Lu Chen, Xingyu Chen, Zihan Zhao, Danyang Zhang, Jiabao Ji, Ao Luo, Yuxuan Xiong, Kai Yu

* 13 pages, 9 figures 

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A relic sketch extraction framework based on detail-aware hierarchical deep network


Jan 17, 2021
Jinye Peng, Jiaxin Wang, Jun Wang, Erlei Zhang, Qunxi Zhang, Yongqin Zhang, Xianlin Peng, Kai Yu


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An Investigation on Different Underlying Quantization Schemes for Pre-trained Language Models


Oct 14, 2020
Zihan Zhao, Yuncong Liu, Lu Chen, Qi Liu, Rao Ma, Kai Yu

* Accepted to NLPCC 2020 

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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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Structured Hierarchical Dialogue Policy with Graph Neural Networks


Sep 22, 2020
Zhi Chen, Xiaoyuan Liu, Lu Chen, Kai Yu

* 10 pages, 4 figures 

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Distributed Structured Actor-Critic Reinforcement Learning for Universal Dialogue Management


Sep 22, 2020
Zhi Chen, Lu Chen, Xiaoyuan Liu, Kai Yu

* 12 pages, 7 figures 

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Deep Reinforcement Learning for On-line Dialogue State Tracking


Sep 22, 2020
Zhi Chen, Lu Chen, Xiang Zhou, Kai Yu

* 10 pages, 5 figures 

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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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Future Vector Enhanced LSTM Language Model for LVCSR


Jul 31, 2020
Qi Liu, Yanmin Qian, Kai Yu

* Accepted by ASRU-2017 

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An Investigation on Deep Learning with Beta Stabilizer


Jul 31, 2020
Qi Liu, Tian Tan, Kai Yu

* Accepted by ICSP-2016 

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Quantum Criticism: A Tagged News Corpus Analysed for Sentiment and Named Entities


Jun 05, 2020
Ashwini Badgujar, Sheng Chen, Andrew Wang, Kai Yu, Paul Intrevado, David Guy Brizan


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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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Semi-Supervised Text Simplification with Back-Translation and Asymmetric Denoising Autoencoders


Apr 30, 2020
Yanbin Zhao, Lu Chen, Zhi Chen, Kai Yu


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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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