Investigating Potential Biases in Language Models: Unexpected Findings on Ethnicity-Based Sentiment Analysis

Language models may exhibit unexpected biases against the Caucasian/White ethnic group when using template-based datasets to measure sentiment analysis performance disparities, likely due to a mismatch between the pre-training data and the structure of the bias probes.