We demonstrate the power of GCD through the revelation of some important asymmetries in the way that both the singular-plural and the malefemale distinction are handled.
we find evidence for a default reasoning effect, which we believe could also be important for future work on detecting and removing bias: a default category (singular, masculine) appears to be hard-coded in the weights of the language model, number and gender information in the word embeddings themselves mainly plays a role for phrases of the opposite category (plural, feminine).