lena-voita / the-story-of-heads

This is a repository with the code for the ACL 2019 paper "Analyzing Multi-Head Self-Attention: Specialized Heads Do the Heavy Lifting, the Rest Can Be Pruned" and the ACL 2021 paper "Analyzing Source and Target Contributions to NMT Predictions".
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Update for the "source and target contributions" paper #5

Closed lena-voita closed 3 years ago

lena-voita commented 3 years ago
  1. Layerwise Relevance Propagation (LRP)
  2. Minimum Risk Training (MRT)
  3. some other stuff
  4. notebooks with LRP and graphs