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gamekeepers 's Collections
Neural NLP
Fundamental ideas

Neural NLP

updated Feb 7, 2024

Literature review on transformer architecture and what followed.

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  • Universal Language Model Fine-tuning for Text Classification

    Paper • 1801.06146 • Published Jan 18, 2018 • 8

  • BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding

    Paper • 1810.04805 • Published Oct 11, 2018 • 29

  • FlashAttention: Fast and Memory-Efficient Exact Attention with IO-Awareness

    Paper • 2205.14135 • Published May 27, 2022 • 15

  • SentencePiece: A simple and language independent subword tokenizer and detokenizer for Neural Text Processing

    Paper • 1808.06226 • Published Aug 19, 2018 • 3
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