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Awesome, I love to see how there's coming more and more frameworks for interpretability. It's incredibly important, especially when selling your solution to hig
by londogard 7y ago
Awesome, I love to see how there's coming more and more frameworks for interpretability. It's incredibly important, especially when selling your solution to higher-ups.
There's another solution named LIME which seems to take a similar but more general approach, I like this more tailored idea as it'll probably give a better interpretation of the NLP questions.
- polm23 7y agoLIME's authors came out with a new method called Anchors last year: https://homes.cs.washington.edu/~marcotcr/aaai18.pdf https://homes.cs.washington.edu/~marcotcr/aaai18.pdf https://github.com/marcotcr/anchor https://github.com/marcotcr/anchor