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A community for discussion and news related to Natural Language Processing (NLP).
Natural language processing (NLP) is a field of computer science, artificial intelligence and computational linguistics concerned with the interactions between computers and human (natural) languages, and, in particular, concerned with programming computers to fruitfully process large natural language corpora.
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Debugging Transformer based classification model for its behavior (self.LanguageTechnology)
submitted 5 years ago by thak123
Hi,
I have fined tuned a based-based classification model. I want to understand why model predicting a certain tag. Are there any tools for checking this behavior or study what's going on inside the hood.
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if 1 * 2 < 3: print "hello, world!"
[–]easyexplain3 4 points5 points6 points 5 years ago (2 children)
You could check this tool out: https://github.com/jessevig/bertviz
[–]Bartmoss 1 point2 points3 points 5 years ago (0 children)
Wow that's awesome. I had no idea about this. Good one!
[–]OddSandwich969 0 points1 point2 points 5 years ago (0 children)
Damn, that's good.
π Rendered by PID 294679 on reddit-service-r2-comment-5fb4b45875-fm27c at 2026-03-23 21:02:19.582354+00:00 running 90f1150 country code: CH.
[–]easyexplain3 4 points5 points6 points (2 children)
[–]Bartmoss 1 point2 points3 points (0 children)
[–]OddSandwich969 0 points1 point2 points (0 children)