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Analyzing and Mitigating Interference in Neural Architecture Search


Aug 29, 2021
Jin Xu, Xu Tan, Kaitao Song, Renqian Luo, Yichong Leng, Tao Qin, Tie-Yan Liu, Jian Li


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PVTv2: Improved Baselines with Pyramid Vision Transformer


Jul 17, 2021
Wenhai Wang, Enze Xie, Xiang Li, Deng-Ping Fan, Kaitao Song, Ding Liang, Tong Lu, Ping Luo, Ling Shao

* Technical Report 

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DeepRapper: Neural Rap Generation with Rhyme and Rhythm Modeling


Jul 05, 2021
Lanqing Xue, Kaitao Song, Duocai Wu, Xu Tan, Nevin L. Zhang, Tao Qin, Wei-Qiang Zhang, Tie-Yan Liu

* Accepted by ACL 2021 main conference 

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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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Pyramid Vision Transformer: A Versatile Backbone for Dense Prediction without Convolutions


Feb 24, 2021
Wenhai Wang, Enze Xie, Xiang Li, Deng-Ping Fan, Kaitao Song, Ding Liang, Tong Lu, Ping Luo, Ling Shao

* 13 pages, 6 figures, technical report 

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SongMASS: Automatic Song Writing with Pre-training and Alignment Constraint


Dec 09, 2020
Zhonghao Sheng, Kaitao Song, Xu Tan, Yi Ren, Wei Ye, Shikun Zhang, Tao Qin


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Neural Machine Translation with Error Correction


Jul 21, 2020
Kaitao Song, Xu Tan, Jianfeng Lu

* Accepted by IJCAI 2020 

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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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MASS: Masked Sequence to Sequence Pre-training for Language Generation


May 13, 2019
Kaitao Song, Xu Tan, Tao Qin, Jianfeng Lu, Tie-Yan Liu

* Accepted by ICML 2019 

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Generating Adversarial Examples With Conditional Generative Adversarial Net


Mar 18, 2019
Ping Yu, Kaitao Song, Jianfeng Lu

* 6 pages 

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Hybrid Self-Attention Network for Machine Translation


Nov 01, 2018
Kaitao Song, Tan Xu, Furong Peng, Jianfeng Lu


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Double Path Networks for Sequence to Sequence Learning


Jul 04, 2018
Kaitao Song, Xu Tan, Di He, Jianfeng Lu, Tao Qin, Tie-Yan Liu

* 11 pages, to appear in COLING 2018 

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