  Despite widespread use in natural language processing (NLP) tasks, word
embeddings have been criticized for inheriting unintended gender bias from
training corpora. programmer is more closely associated with man and homemaker
is more closely associated with woman. Such gender bias has also been shown to
propagate in downstream tasks.
