Textual Data Bias Detection and Mitigation -- An Extensible Pipeline with Experimental Evaluation

Rebekka Görge, Sujan Sai Gannamaneni, Tabea Naeven +10

Textual data used to train large language models (LLMs) exhibits multifaceted bias manifestations encompassing harmful language and skewed demographic distributions. Regulations su…