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BigData Course project - vertically stacked LSTM and BERT fine-tuning

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HateSpeechDetection_Twitter

Project for BigData Course

Preprocessing

Functions for tweet preprocessing in [utils] folder

Reapplication of Davidson et al. 2017

Reapplication of BERT Fine-Tuning

based on tutorial by Chris McCormick and Nick Ryan

a binary classification model with BERT fine-tuning which is able to classify "HateSpeech" and "NonHateSpeech"

acc reached 0.97 :)

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BigData Course project - vertically stacked LSTM and BERT fine-tuning

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