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A Survey on Low-Resource Neural Machine Translation


Jul 09, 2021
Rui Wang, Xu Tan, Renqian Luo, Tao Qin, Tie-Yan Liu

* A short version has been submitted to IJCAI2021 Survey Track on Feb. 26th, 2021, accepted on Apr. 16th, 2021. 14 pages, 4 figures 

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FastCorrect: Fast Error Correction with Edit Alignment for Automatic Speech Recognition


Jun 03, 2021
Yichong Leng, Xu Tan, Linchen Zhu, Jin Xu, Renqian Luo, Linquan Liu, Tao Qin, Xiang-Yang Li, Ed Lin, Tie-Yan Liu


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NAS-BERT: Task-Agnostic and Adaptive-Size BERT Compression with Neural Architecture Search


May 30, 2021
Jin Xu, Xu Tan, Renqian Luo, Kaitao Song, Jian Li, Tao Qin, Tie-Yan Liu

* Accepted by KDD 2021 

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WHOSe Heritage: Classification of UNESCO World Heritage "Outstanding Universal Value" Documents with Smoothed Labels


Apr 12, 2021
Nan Bai, Renqian Luo, Pirouz Nourian, Ana Pereira Roders

* 15 pages, 4 figures, The data and models presented in this paper can be found in the following GitHub link: https://github.com/zzbn12345/WHOSe_Heritage or http://doi.org/10.5281/zenodo.4680508 

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LightSpeech: Lightweight and Fast Text to Speech with Neural Architecture Search


Feb 08, 2021
Renqian Luo, Xu Tan, Rui Wang, Tao Qin, Jinzhu Li, Sheng Zhao, Enhong Chen, Tie-Yan Liu

* Accepted to ICASSP 21 

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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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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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Microsoft Research Asia's Systems for WMT19


Nov 07, 2019
Yingce Xia, Xu Tan, Fei Tian, Fei Gao, Weicong Chen, Yang Fan, Linyuan Gong, Yichong Leng, Renqian Luo, Yiren Wang, Lijun Wu, Jinhua Zhu, Tao Qin, Tie-Yan Liu

* Accepted to "Fourth Conference on Machine Translation (WMT19)" 

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Understanding and Improving One-shot Neural Architecture Optimization


Sep 24, 2019
Renqian Luo, Tao Qin, Enhong Chen

* Code and model checkpoints are publicly available at https://github.com/renqianluo/NAO_pytorch 

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Neural Architecture Optimization


Oct 31, 2018
Renqian Luo, Fei Tian, Tao Qin, Enhong Chen, Tie-Yan Liu

* NIPS 2018. Code available at: https://github.com/renqianluo/NAO 

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Achieving Human Parity on Automatic Chinese to English News Translation


Jun 29, 2018
Hany Hassan, Anthony Aue, Chang Chen, Vishal Chowdhary, Jonathan Clark, Christian Federmann, Xuedong Huang, Marcin Junczys-Dowmunt, William Lewis, Mu Li, Shujie Liu, Tie-Yan Liu, Renqian Luo, Arul Menezes, Tao Qin, Frank Seide, Xu Tan, Fei Tian, Lijun Wu, Shuangzhi Wu, Yingce Xia, Dongdong Zhang, Zhirui Zhang, Ming Zhou


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