How does Grammatical Gender Affect Noun Representations in Gender-Marking Languages?
Table 7: Cross-lingual embedding alignment in Italian and in German, before and after debiasing.
['[EMPTY]', 'Italian → En', 'Italian En →', 'German → En', 'German En →']
The results reported in Table 7 show that precision on BDI indeed increases as a result of the reduced effect of grammatical gender on the embeddings for German and Italian, i.e. that the embeddings spaces can be aligned better with the debiased embeddings.