Shuming Ma
Dalian University of Technology(CN)
Publications by Year
Research Areas
Topic Modeling, Natural Language Processing Techniques, Multimodal Machine Learning Applications, Advanced Text Analysis Techniques, Speech Recognition and Synthesis
Most-Cited Works
- → Language Is Not All You Need: Aligning Perception with Language Models(2023)164 cited
- → Global Encoding for Abstractive Summarization(2018)154 cited
- → Why Can GPT Learn In-Context? Language Models Secretly Perform Gradient Descent as Meta-Optimizers(2023)136 cited
- → Kosmos-2: Grounding Multimodal Large Language Models to the World(2023)130 cited
- → Retentive Network: A Successor to Transformer for Large Language Models(2023)107 cited
- → meProp: Sparsified Back Propagation for Accelerated Deep Learning with Reduced Overfitting(2017)84 cited
- → Bag-of-Words as Target for Neural Machine Translation(2018)83 cited
- → Alternating Language Modeling for Cross-Lingual Pre-Training(2020)78 cited
- → XLM-E: Cross-lingual Language Model Pre-training via ELECTRA(2022)73 cited
- → A Simple and Effective Unified Encoder for Document-Level Machine Translation(2020)72 cited