Debiasing Multilingual Word Embeddings: A Case Study of Three Indian Languages

In this paper, we advance the current state-of-the-art method for debiasing monolingual word embeddings so as to generalize well in a multilingual setting. We consider different methods to quantify bias and different debiasing approaches for monolingual as well as multilingual settings. We demonstra...

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Hauptverfasser: Bansal, Srijan, Garimella, Vishal, Suhane, Ayush, Mukherjee, Animesh
Format: Artikel
Sprache:eng
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