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Meta-Learning for Low-Resource Unsupervised Neural MachineTranslation

Oct 18, 2020
Yunwon Tae, Cheonbok Park, Taehee Kim, Soyoung Yang, Mohammad Azam Khan, Eunjeong Park, Tao Qin, Jaegul Choo

* 10 pages, 4 figures 

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Masked Contrastive Representation Learning for Reinforcement Learning

Oct 15, 2020
Jinhua Zhu, Yingce Xia, Lijun Wu, Jiajun Deng, Wengang Zhou, Tao Qin, Houqiang Li

* Work in progress 

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Towards Interpretable Reasoning over Paragraph Effects in Situation

Oct 03, 2020
Mucheng Ren, Xiubo Geng, Tao Qin, Heyan Huang, Daxin Jiang

* 14 pages. Accepted as EMNLP2020 Long paper 

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Knowledge-Aware Procedural Text Understanding with Multi-Stage Training

Sep 28, 2020
Zhihan Zhang, Xiubo Geng, Tao Qin, Yunfang Wu, Daxin Jiang


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HiFiSinger: Towards High-Fidelity Neural Singing Voice Synthesis

Sep 03, 2020
Jiawei Chen, Xu Tan, Jian Luan, Tao Qin, Tie-Yan Liu


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PopMAG: Pop Music Accompaniment Generation

Aug 18, 2020
Yi Ren, Jinzheng He, Xu Tan, Tao Qin, Zhou Zhao, Tie-Yan Liu

* Accepted by ACM-MM 2020 

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LRSpeech: Extremely Low-Resource Speech Synthesis and Recognition

Aug 09, 2020
Jin Xu, Xu Tan, Yi Ren, Tao Qin, Jian Li, Sheng Zhao, Tie-Yan Liu

* KDD 2020 

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Learning to Match Distributions for Domain Adaptation

Jul 27, 2020
Chaohui Yu, Jindong Wang, Chang Liu, Tao Qin, Renjun Xu, Wenjie Feng, Yiqiang Chen, Tie-Yan Liu

* Preprint. 20 Pages. Code available at https://github.com/jindongwang/transferlearning/tree/master/code/deep/Learning-to-Match 

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Task-Level Curriculum Learning for Non-Autoregressive Neural Machine Translation

Jul 17, 2020
Jinglin Liu, Yi Ren, Xu Tan, Chen Zhang, Tao Qin, Zhou Zhao, Tie-Yan Liu

* Accepted at IJCAI 2020 Main Track. Sole copyright holder is IJCAI 

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DeepSinger: Singing Voice Synthesis with Data Mined From the Web

Jul 15, 2020
Yi Ren, Xu Tan, Tao Qin, Jian Luan, Zhou Zhao, Tie-Yan Liu

* Accepted by KDD2020 research track 

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Learn to Use Future Information in Simultaneous Translation

Jul 10, 2020
Xueqing Wu, Yingce Xia, Lijun Wu, Shufang Xie, Weiqing Liu, Jiang Bian, Tao Qin, Tie-Yan Liu


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Neural Architecture Search with GBDT

Jul 09, 2020
Renqian Luo, Xu Tan, Rui Wang, Tao Qin, Enhong Chen, Tie-Yan Liu

* Code is available at https://github.com/renqianluo/GBDT-NAS 

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Learning to Teach with Deep Interactions

Jul 09, 2020
Yang Fan, Yingce Xia, Lijun Wu, Shufang Xie, Weiqing Liu, Jiang Bian, Tao Qin, Xiang-Yang Li, Tie-Yan Liu


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FastSpeech 2: Fast and High-Quality End-to-End Text to Speech

Jun 22, 2020
Yi Ren, Chenxu Hu, Xu Tan, Tao Qin, Sheng Zhao, Zhou Zhao, Tie-Yan Liu


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Multi-branch Attentive Transformer

Jun 18, 2020
Yang Fan, Shufang Xie, Yingce Xia, Lijun Wu, Tao Qin, Xiang-Yang Li, Tie-Yan Liu

* 17 pages 

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UWSpeech: Speech to Speech Translation for Unwritten Languages

Jun 14, 2020
Chen Zhang, Xu Tan, Yi Ren, Tao Qin, Kejun Zhang, Tie-Yan Liu


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MultiSpeech: Multi-Speaker Text to Speech with Transformer

Jun 08, 2020
Mingjian Chen, Xu Tan, Yi Ren, Jin Xu, Hao Sun, Sheng Zhao, Tao Qin


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FastSpeech 2: Fast and High-Quality End-to-End Text-to-Speech

Jun 08, 2020
Yi Ren, Chenxu Hu, Tao Qin, Sheng Zhao, Zhou Zhao, Tie-Yan Liu


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Dual Learning: Theoretical Study and an Algorithmic Extension

May 17, 2020
Zhibing Zhao, Yingce Xia, Tao Qin, Lirong Xia, Tie-Yan Liu

* 11 pages, 2 figures 

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LightPAFF: A Two-Stage Distillation Framework for Pre-training and Fine-tuning

Apr 27, 2020
Kaitao Song, Hao Sun, Xu Tan, Tao Qin, Jianfeng Lu, Hongzhi Liu, Tie-Yan Liu


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MPNet: Masked and Permuted Pre-training for Language Understanding

Apr 20, 2020
Kaitao Song, Xu Tan, Tao Qin, Jianfeng Lu, Tie-Yan Liu


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Suphx: Mastering Mahjong with Deep Reinforcement Learning

Apr 01, 2020
Junjie Li, Sotetsu Koyamada, Qiwei Ye, Guoqing Liu, Chao Wang, Ruihan Yang, Li Zhao, Tao Qin, Tie-Yan Liu, Hsiao-Wuen Hon


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Semi-Supervised Neural Architecture Search

Mar 09, 2020
Renqian Luo, Xu Tan, Rui Wang, Tao Qin, Enhong Chen, Tie-Yan Liu

* Code available at https://github.com/renqianluo/SemiNAS 

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Incorporating BERT into Neural Machine Translation

Feb 17, 2020
Jinhua Zhu, Yingce Xia, Lijun Wu, Di He, Tao Qin, Wengang Zhou, Houqiang Li, Tie-Yan Liu

* Accepted to ICLR-2020 

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