DeBERTa - Decoding-Enhanced BERT with Disentangled Attention

DeBERTa - Decoding-Enhanced BERT with Disentangled Attention

Yannic Kilcher via YouTube Direct link

- Intro & Overview

1 of 10

1 of 10

- Intro & Overview

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DeBERTa - Decoding-Enhanced BERT with Disentangled Attention

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  1. 1 - Intro & Overview
  2. 2 - Position Encodings in Transformer's Attention Mechanism
  3. 3 - Disentangling Content & Position Information in Attention
  4. 4 - Disentangled Query & Key construction in the Attention Formula
  5. 5 - Efficient Relative Position Encodings
  6. 6 - Enhanced Mask Decoder using Absolute Position Encodings
  7. 7 - My Criticism of EMD
  8. 8 - Experimental Results
  9. 9 - Scaling up to 1.5 Billion Parameters
  10. 10 - Conclusion & Comments

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