On Transferability of Bias Mitigation Effects in Language Model Fine-Tuning

Xisen Jin, Francesco Barbieri, Brendan Kennedy +3

Fine-tuned language models have been shown to exhibit biases against protected groups in a host of modeling tasks such as text classification and coreference resolution. Previous w…