What is in a name? Mitigating Name Bias in Text Embeddings via Anonymization

Sahil Manchanda, Pannaga Shivaswamy

Text-embedding models often exhibit biases arising from the data on which they are trained. In this paper, we examine a hitherto unexplored bias in text-embeddings: bias arising fr…