| Wavlm: Large-scale self-supervised pre-training for full stack speech processing S Chen, C Wang, Z Chen, Y Wu, S Liu, Z Chen, J Li, N Kanda, T Yoshioka, ... IEEE Journal of Selected Topics in Signal Processing 16 (6), 1505-1518, 2022 | 705 | 2022 |
| Graphcodebert: Pre-training code representations with data flow D Guo, S Ren, S Lu, Z Feng, D Tang, S Liu, L Zhou, N Duan, ... arXiv preprint arXiv:2009.08366, 2020 | 658* | 2020 |
| Codexglue: A machine learning benchmark dataset for code understanding and generation S Lu, D Guo, S Ren, et al. Huang, Junjie arXiv preprint arXiv:2102.04664, 2021 | 583* | 2021 |
| Codebleu: a method for automatic evaluation of code synthesis S Ren, D Guo, S Lu, L Zhou, S Liu, D Tang, N Sundaresan, M Zhou, ... arXiv preprint arXiv:2009.10297, 2020 | 171 | 2020 |
| Style transfer as unsupervised machine translation Z Zhang, S Ren, S Liu, J Wang, P Chen, M Li, M Zhou, E Chen arXiv preprint arXiv:1808.07894, 2018 | 118 | 2018 |
| Speecht5: Unified-modal encoder-decoder pre-training for spoken language processing J Ao, R Wang, L Zhou, C Wang, S Ren, Y Wu, S Liu, T Ko, Q Li, Y Zhang, ... arXiv preprint arXiv:2110.07205, 2021 | 116 | 2021 |
| Knowledge-based semantic embedding for machine translation C Shi, S Liu, S Ren, S Feng, M Li, M Zhou, X Sun, H Wang Proceedings of the 54th Annual Meeting of the Association for Computational …, 2016 | 74 | 2016 |
| Unsupervised Neural Machine Translation with SMT as Posterior Regularization S Ren, Z Zhang, S Liu, M Zhou, S Ma AAAI 2019, 2019 | 70 | 2019 |
| Semantic mask for transformer based end-to-end speech recognition C Wang, Y Wu, Y Du, J Li, S Liu, L Lu, S Ren, G Ye, S Zhao, M Zhou arXiv preprint arXiv:1912.03010, 2019 | 46 | 2019 |
| Triangular architecture for rare language translation S Ren, W Chen, S Liu, M Li, M Zhou, S Ma arXiv preprint arXiv:1805.04813, 2018 | 41 | 2018 |
| Explicit cross-lingual pre-training for unsupervised machine translation S Ren, Y Wu, S Liu, M Zhou, S Ma arXiv preprint arXiv:1909.00180, 2019 | 39 | 2019 |
| Speechlm: Enhanced speech pre-training with unpaired textual data Z Zhang, S Chen, L Zhou, Y Wu, S Ren, S Liu, Z Yao, X Gong, L Dai, J Li, ... arXiv preprint arXiv:2209.15329, 2022 | 21 | 2022 |
| A retrieve-and-rewrite initialization method for unsupervised machine translation S Ren, Y Wu, S Liu, M Zhou, S Ma Proceedings of the 58th Annual Meeting of the Association for Computational …, 2020 | 15 | 2020 |
| SemFace: Pre-training Encoder and Decoder with a Semantic Interface for Neural Machine Translation S Ren, L Zhou, S Liu, F Wei, M Zhou, S Ma | 14 | 2021 |
| A graph-based coarse-to-fine method for unsupervised bilingual lexicon induction S Ren, S Liu, M Zhou, S Ma Proceedings of the 58th Annual Meeting of the Association for Computational …, 2020 | 12 | 2020 |
| Generative bridging network in neural sequence prediction W Chen, G Li, S Ren, S Liu, Z Zhang, M Li, M Zhou arXiv preprint arXiv:1706.09152, 2017 | 11* | 2017 |
| KESA: A Knowledge Enhanced Approach For Sentiment Analysis Q Zhao, S Ma, S Ren arXiv preprint arXiv:2202.12093, 2022 | 10 | 2022 |
| Optimizing alignment of speech and language latent spaces for end-to-end speech recognition and understanding W Wang, S Ren, Y Qian, S Liu, Y Shi, Y Qian, M Zeng ICASSP 2022-2022 IEEE International Conference on Acoustics, Speech and …, 2022 | 9 | 2022 |
| Speech pre-training with acoustic piece S Ren, S Liu, Y Wu, L Zhou, F Wei arXiv preprint arXiv:2204.03240, 2022 | 9 | 2022 |
| WavLM: Large-Scale Self-Supervised Pre-Training for Full Stack Speech Processing. CoRR abs/2110.13900 (2021) S Chen, C Wang, Z Chen, Y Wu, S Liu, Z Chen, J Li, N Kanda, T Yoshioka, ... arXiv preprint arXiv:2110.13900, 2021 | 6 | 2021 |
Shujie Liu (刘树杰）Microsoft Research AsiaVerified email at microsoft.com
