111 rise with text #15
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…t end of sentence
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The cffconvert test that is failing should be fixed later as a PR to cffconvert was already made. Some final linting errors need to be solved before merging. Other than that it's ready to merge. |
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We expand RISE to work with text.
Specifically, we mask tokens randomly (meaning that we just drop random words) and estimates importance empirically by probing the model with randomly masked versions of the input texts.
The outputs are saliency maps which are prepared for the visualization modules in
dianna.We create corresponding tests for this implementation.
!!Note that this is one possible interpretation of how to apply RISE on text.
close dianna-ai/dianna-exploration#111