Karthikeyan Natesan Ramamurthy

Your fairness may vary: Group fairness of pretrained language models in toxic text classification.

2021 · arXiv (Cornell University)

We study the performance-fairness trade-off in more than a dozen fine-tuned LMs for toxic text classification. We empirically show that no blanket statement can be made with respect to the bias of large versus regular …