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

Daiki Shirafuji, Makoto Takenaka, Shinya Taguchi

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…