114 - Behavioral Testing of NLP Models, with Marco Tulio Ribeiro
NLP Highlights
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Is Your Model Failing on Negation?
Language is the space. If possible inputs in language are just so large, you'reou really never going to see all the stuff you want to see in any realistic training set. R, given that point, can you even make an argument that, for example, yor model fails on, ah, some examples include negation? It's sometimes, even with a test, it's hard to pin point,. Is it negation itself, or is it some other thing that is correlated with the way that i generated this test? So wi have to be very careful about naming things precisely.
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