| 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, 2021 | 1962 | 2021 |
| Neural Codec Language Models are Zero-Shot Text to Speech Synthesizers S Chen, C Wang, Y Wu, Z Zhang, L Zhou, S Liu, Z Chen, Y Liu, H Wang, ... IEEE Transactions on Audio, Speech and Language Processing, 2025 | 683* | 2025 |
| Sequential Matching Network: A New Architecture for Multi-turn Response Selection in Retrieval-Based Chatbots Y Wu, W Wu, C Xing, M Zhou, Z Li Proc. ACL, 496-505, 2017 | 644 | 2017 |
| DeepSeek-Coder: When the Large Language Model Meets Programming--The Rise of Code Intelligence D Guo, Q Zhu, D Yang, Z Xie, K Dong, W Zhang, G Chen, X Bi, Y Wu, ... arXiv preprint arXiv:2401.14196, 2024 | 591 | 2024 |
| Topic Aware Neural Response Generation C Xing, W Wu, Y Wu, J Liu, Y Huang, M Zhou, WY Ma Proc. AAAI, 3351-3357, 2017 | 589 | 2017 |
| Template-Based Named Entity Recognition Using BART L Cui, Y Wu, J Liu, S Yang, Y Zhang ACL 2021, 2021 | 399 | 2021 |
| DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning D Guo, D Yang, H Zhang, J Song, R Zhang, R Xu, Q Zhu, S Ma, P Wang, ... arXiv preprint arXiv:2501.12948, 2025 | 324 | 2025 |
| DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models Z Shao, P Wang, Q Zhu, R Xu, J Song, M Zhang, YK Li, Y Wu, D Guo arXiv preprint arXiv:2402.03300, 2024 | 317 | 2024 |
| BEATs: Audio Pre-Training with Acoustic Tokenizers S Chen, Y Wu, C Wang, S Liu, D Tompkins, Z Chen, F Wei Proc. ICML 2023, 2022 | 313 | 2022 |
| SpeechT5: Unified-Modal Encoder-Decoder Pre-training for Spoken Language Processing J Ao, R Wang, L Zhou, S Liu, S Ren, Y Wu, T Ko, Q Li, Y Zhang, Z Wei, ... ACL 2022, 2021 | 262 | 2021 |
| Deepseek llm: Scaling open-source language models with longtermism X Bi, D Chen, G Chen, S Chen, D Dai, C Deng, H Ding, K Dong, Q Du, ... arXiv preprint arXiv:2401.02954, 2024 | 252 | 2024 |
| DeepSeek-V3 Technical Report A Liu, B Feng, B Xue, B Wang, B Wu, C Lu, C Zhao, C Deng, C Zhang, ... arXiv preprint arXiv:2412.19437, 2024 | 236 | 2024 |
| Math-shepherd: Verify and reinforce llms step-by-step without human annotations P Wang, L Li, Z Shao, RX Xu, D Dai, Y Li, D Chen, Y Wu, Z Sui Proceedings of the 62nd Annual Meeting of the Association for Computational …, 2024 | 235* | 2024 |
| Hierarchical Recurrent Attention Network for Response Generation C Xing, W Wu, Y Wu, M Zhou, Y Huang, WY Ma Proc. AAAI, 5610-5617, 2018 | 235 | 2018 |
| Developing Real-time Streaming Transformer Transducer for Speech Recognition on Large-scale Dataset X Chen, Y Wu, Z Wang, S Liu, J Li ICASSP 2021, 2020 | 224 | 2020 |
| DeepSeekMoE: Towards Ultimate Expert Specialization in Mixture-of-Experts Language Models D Dai, C Deng, C Zhao, RX Xu, H Gao, D Chen, J Li, W Zeng, X Yu, Y Wu, ... Proceedings of the 62nd Annual Meeting of the Association for Computational …, 2024 | 192 | 2024 |
| DeepSeek-Coder-V2: Breaking the Barrier of Closed-Source Models in Code Intelligence Q Zhu, D Guo, Z Shao, D Yang, P Wang, R Xu, Y Wu, Y Li, H Gao, S Ma, ... arXiv preprint arXiv:2406.11931, 2024 | 179* | 2024 |
| Speak Foreign Languages with Your Own Voice: Cross-Lingual Neural Codec Language Modeling Z Zhang, L Zhou, C Wang, S Chen, Y Wu, S Liu, Z Chen, Y Liu, H Wang, ... arXiv preprint arXiv:2303.03926, 2023 | 178 | 2023 |
| Keyphrase Generation with Correlation Constraints J Chen, X Zhang, Y Wu, Z Yan, Z Li Proc. EMNLP, 4057-4066, 2018 | 173 | 2018 |
| DeepSeek-V2: A Strong, Economical, and Efficient Mixture-of-Experts Language Model A Liu, B Feng, B Wang, B Wang, B Liu, C Zhao, C Dengr, C Ruan, D Dai, ... arXiv preprint arXiv:2405.04434, 2024 | 166 | 2024 |
Shujie Liu (刘树杰）Microsoft Research AsiaVerified email at microsoft.com
