Language-speech Pretraining

  • Mingliang Zeng, Xu Tan, Rui Wang, Zeqian Ju, Tao Qin, Tie-Yan Liu, MusicBERT: Symbolic Music Understanding with Large-Scale Pre-Training, ACL 2021. [Paper]
  • Jin Xu, Xu Tan, Renqian Luo, Kaitao Song, Jian Li, Tao Qin, Tie-Yan Liu, NAS-BERT: Task-Agnostic and Adaptive-Size BERT Compression with Neural Architecture Search, KDD 2021. [Paper]
  • Zhonghao Sheng, Kaitao Song, Xu Tan, Yi Ren, Wei Ye, Shikun Zhang, Tao Qin, SongMASS: Automatic Song Writing with Pre-training and Alignment ConstraintAAAI 2021. [Paper]
  • Kaitao Song, Xu Tan, Tao Qin, Jianfeng Lu, Tie-Yan Liu, MPNet: Masked and Permuted Pre-training for Language UnderstandingNeurIPS 2020. [Paper] [Blog] [Code@Github]
  • Kaitao Song, Hao Sun, Xu Tan, Tao Qin, Jianfeng Lu, Hongzhi Liu, Tie-Yan Liu, LightPAFF: A Two-Stage Distillation Framework for Pre-training and Fine-tuning, arXiv 2020. [Paper]
  • Hao Sun, Xu Tan, Jun-Wei Gan, Sheng Zhao, Dongxu Han, Hongzhi Liu, Tao Qin, and Tie-Yan Liu, Knowledge Distillation from BERT in Pre-training and Fine-tuning for Polyphone Disambiguation, ASRU 2019. [Paper]
  • Kaitao Song, Xu Tan, Tao Qin, Jianfeng Lu, Tie-Yan Liu, MASS: Masked Sequence to Sequence Pre-training for Language GenerationICML 2019. [Paper][Code@Github][Article][Blog]

People

Portrait of Rui Wang

Rui Wang

Senior Researcher