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Mitigating Unintended Bias in Toxic Text Classification | #nlp

Mitigating Unintended Bias in Toxic Text Classification

Mitigating Unintended Bias in Toxic Text Classification

Unfairness in NLP models has been one of the growing concerns in the field, with the huge success of NLP models in various applications. Machine learning NLP models pick up bias from human-generated data and may even amplify that bias. While the study of bias in structured datasets is not