Natural language processing (NLP)

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Attention function, Bilingual evaluation understudy (BLEU), Transformer machine learning model

  • Switch transformers: Scaling to trillion parameter models with simple and efficient sparsity [fedus:arxiv:2021]
  • GShard: Scaling giant models with conditional computation and automatic sharding [lepikhin:arxiv:2020]
  • Outrageously large neural networks: The sparsely-gated mixture-of-experts layer [shazeer:arxiv:2017]
  • Attention is all you need [vaswani:arxiv:2017]