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Relevance sensitive sentence representations #14

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@chikubee

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@chikubee

Hello @ArrasL,
Thank you for open sourcing your implementation of LRP.
Your work here and the comparative analysis in the paper is really interesting.
I tried to add LIME, LIMSSE to the list of methods and conduct similar experiments as suggested in the latter paper.
I rechecked the scores of my implementation of gradient based methods with yours in run_example.ipynb.

I used relevance as weights for creating sentence representations, I used them in 2 settings,
a. as raw scores
b. normalized values (softmax)
I have attached the plot for your reference. I wanted to check with you how you had used them because my plot for Gradient Input is not close to the one that we see in the paper.

Any guidelines or directions would be extremely helpful as i wish to reproduce the results.

sentence_reps_3

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