VERB: Visualizing and Interpreting Bias Mitigation Techniques for Word Representations
Under review at TVCG, 2021
Word vector embeddings have been shown to contain and amplify biases in data they are extracted from. Consequently, many techniques have been proposed to identify, mitigate, and attenuate these biases in word representations. In this paper, we utilize interactive visualization to increase the interpretability and accessibility of a collection of state-of-the-art debiasing techniques…
A. Rathore, S. Dev, J.M. Philips , S. Srikumar, et al. View manuscript