Daiki Shirafuji

Bias Vector: Mitigating Biases in Language Models with Task Arithmetic Approach

The use of language models (LMs) has increased considerably in recent years, and the biases and stereotypes in training data that are reflected in the LM outputs are causing social problems. In this paper, inspired by the task arithmetic, we propose the “Bias Vector” method for the mitigation of the…