Bias Analysis and Mitigation through Protected Attribute Detection and Regard Classification

Takuma Udagawa, Yang Zhao, Hiroshi Kanayama +1

Large language models (LLMs) acquire general linguistic knowledge from massive-scale pretraining. However, pretraining data mainly comprised of web-crawled texts contain undesirabl…