Shuo Ren
Microsoft Research Asia (China)(CN)
Publications by Year
Research Areas
Topic Modeling, Natural Language Processing Techniques, Speech Recognition and Synthesis, Multimodal Machine Learning Applications, Software Engineering Research
Most-Cited Works
- → WavLM: Large-Scale Self-Supervised Pre-Training for Full Stack Speech Processing(2022)1,450 cited
- → CodeXGLUE: A Machine Learning Benchmark Dataset for Code Understanding and Generation(2021)415 cited
- GraphCodeBERT: Pre-training Code Representations with Data Flow(2021)
- → CodeBLEU: a Method for Automatic Evaluation of Code Synthesis(2020)185 cited
- → SpeechT5: Unified-Modal Encoder-Decoder Pre-Training for Spoken Language Processing(2022)115 cited
- → Style Transfer as Unsupervised Machine Translation(2018)114 cited
- → Knowledge-Based Semantic Embedding for Machine Translation(2016)58 cited
- → Unsupervised Neural Machine Translation with SMT as Posterior Regularization(2019)56 cited
- → Semantic Mask for Transformer Based End-to-End Speech Recognition(2020)41 cited