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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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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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Margin Matters: Towards More Discriminative Deep Neural Network Embeddings for Speaker Recognition

Jun 18, 2019
Xu Xiang, Shuai Wang, Houjun Huang, Yanmin Qian, Kai Yu

* not accepted by INTERSPEECH 2019 

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What does a Car-ssette tape tell?

May 31, 2019
Xuenan Xu, Heinrich Dinkel, Mengyue Wu, Kai Yu


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AgentGraph: Towards Universal Dialogue Management with Structured Deep Reinforcement Learning

May 27, 2019
Lu Chen, Zhi Chen, Bowen Tan, Sishan Long, Milica Gasic, Kai Yu

* 14 pages, 8 figures; Accepted by IEEE/ACM TRANSACTIONS ON AUDIO, SPEECH, AND LANGUAGE PROCESSING 

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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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Text-based Depression Detection: What Triggers An Alert

Apr 08, 2019
Heinrich Dinkel, Mengyue Wu, Kai Yu

* Submitted to Interspeech2019 

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Audio Caption: Listen and Tell

Mar 25, 2019
Mengyue Wu, Heinrich Dinkel, Kai Yu

* accepted by ICASSP2019 

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End-to-End Monaural Multi-speaker ASR System without Pretraining

Nov 05, 2018
Xuankai Chang, Yanmin Qian, Kai Yu, Shinji Watanabe

* submitted to ICASSP2019 

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Towards Universal Dialogue State Tracking

Oct 22, 2018
Liliang Ren, Kaige Xie, Lu Chen, Kai Yu

* EMNLP 2018 Oral 

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Sequence Discriminative Training for Deep Learning based Acoustic Keyword Spotting

Aug 02, 2018
Zhehuai Chen, Yanmin Qian, Kai Yu

* Speech Communication, vol. 102, 100-111, 2018 
* accepted by Speech Communication, 08/02/2018 

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