Jigsaw Unintended Bias in Toxicity Classification

Challenge in this task was to build models that recognize toxicity and minimize unintended bias with respect to mentions of given identities. Created an ensemble of NLP models - RNN, BERT Base, BERT Large and GPT 2. Ranked top 5%.