Debiased Embeddings

AbstractWord embeddings are widely used in NLP for a vast range of tasks. It was shown that word embeddings derived from text corpora reflect gender biases in society. This phenomenon …...

Reporting and providing test sets for harm- ful bias in NLP applications is essential for building a robust understanding of the cur- rent problem. We present a new observation of …...