Interpreting the Prediction of BERT Model for Text Classification

How to Use Integrated Gradients to Interpret BERT Model’s Prediction

Ruben Winastwan
Towards Data Science
13 min readDec 20, 2022

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Photo by Shane Aldendorff: https://www.pexels.com/photo/shallow-focus-photography-of-magnifying-glass-with-black-frame-924676/

Bidirectional Encoder Representation from Transformer or BERT is a language model that’s very popular within the NLP domain. BERT is literally the swiss army knife of NLP due to its versatility and how well it performed in many different…

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