Fastbook - Chapter 18 CAM - (NLP interpretation)

Part 1 (2020) Non-beginner
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One of the further research topics is :

Create a notebook like this one, but for NLP, and use it to find which words in a movie review are most significant in assessing sentiment of a particular movie review.

I have no idea how to do this but would be great to integrate with fastai library.

Closest I could find was Captum which does this for Conv and not RNN.

Does anybody know how to proceed or any examples on this topic?

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fastai1 had an implementation of some text interpretation features over here: https://docs.fast.ai/text.interpret.html

3 Likes
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Thank you. I’ll have a look :slight_smile: