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Osp 2 by Jay Kumar is a document available to read on EtoBox.
The paper introduces OSCAR (Orthogonal Subspace Correction and Rectification), a method designed to mitigate unwanted biases in word embeddings while preserving valid associations. It critiques existing bias mitigation techniques for being either too aggressive or insufficient, proposing a balanced approach that focuses on disentangling problematic associations without erasing useful information. The authors present new evaluation metrics and demonstrate that OSCAR effectively retains semantic information w
- Author
- Jay Kumar
- Language
- EN