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facebookresearch / fastText

Library for fast text representation and classification.
https://fasttext.cc/
MIT License
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Does FastText provide any type of explainability? #1189

Closed gennsev closed 3 years ago

gennsev commented 3 years ago

I am aware this is a rather vague and somewhat untechnical question, but I wonder if there is a way to provide any type of explainability on the text classifications provided by FastText. E.g.: why is an email bein classified as a SPAM.

Celebio commented 3 years ago

Hi @gennsev , We are planning to release something for that purpose.

Best regards, Onur

gennsev commented 3 years ago

Thanks for the info. I'm closing this issue.

tiru1930 commented 3 years ago

@Celebio is there any updated on this, i was trying to use LIME, SHAPE but not luck to use it

abmohajeri commented 2 years ago

@Celebio Any Updates?

ashutosh486 commented 1 year ago

@Celebio any update on explainability ?

abmohajeri commented 1 year ago

It totally depends on field of research but captum may helps.

kargaranamir commented 11 months ago

Any updates?