1 code implementation • 6 Jun 2023 • Zhongbin Xie, Thomas Lukasiewicz
The increasingly large size of modern pretrained language models not only makes them inherit more human-like biases from the training corpora, but also makes it computationally expensive to mitigate such biases.
no code implementations • 11 Feb 2023 • Zhongbin Xie, Vid Kocijan, Thomas Lukasiewicz, Oana-Maria Camburu
Bias-measuring datasets play a critical role in detecting biased behavior of language models and in evaluating progress of bias mitigation methods.