Dmitry Lepikhin
Publications by Year
Research Areas
Topic Modeling, Natural Language Processing Techniques, Multimodal Machine Learning Applications, Advanced Neural Network Applications, Machine Learning and Data Classification
Most-Cited Works
- → LaMDA: Language Models for Dialog Applications(2022)705 cited
- → GShard: Scaling Giant Models with Conditional Computation and Automatic Sharding(2020)348 cited
- → Massively Multilingual Neural Machine Translation in the Wild: Findings and Challenges(2019)297 cited
- → Lingvo: a Modular and Scalable Framework for Sequence-to-Sequence Modeling(2019)183 cited
- → GLaM: Efficient Scaling of Language Models with Mixture-of-Experts(2021)168 cited
- → PaLM 2 Technical Report(2023)159 cited
- → GSPMD: General and Scalable Parallelization for ML Computation Graphs(2021)37 cited
- → A very large diversity space of synthetically accessible compounds for use with drug design programs(2005)34 cited
- → Beyond Distillation: Task-level Mixture-of-Experts for Efficient Inference(2021)31 cited