Transformer Memory as a Differentiable Search Index - Machine Learning Research Paper Explained

Transformer Memory as a Differentiable Search Index - Machine Learning Research Paper Explained

Yannic Kilcher via YouTube Direct link

- Paper overview

3 of 11

3 of 11

- Paper overview

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Transformer Memory as a Differentiable Search Index - Machine Learning Research Paper Explained

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  1. 1 - Intro
  2. 2 - Sponsor: Diffgram
  3. 3 - Paper overview
  4. 4 - The search problem, classic and neural
  5. 5 - Seq2seq for directly predicting document IDs
  6. 6 - Differentiable search index architecture
  7. 7 - Indexing
  8. 8 - Retrieval and document representation
  9. 9 - Training DSI
  10. 10 - Experimental results
  11. 11 - Comments & Conclusions

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