These analogies need to be taken with a grain of salt. For instance, king - man + woman actually returns king (since woman - man ~= 0). It's only queen when you

These analogies need to be taken with a grain of salt. For instance, king - man + woman actually returns king (since woman - man ~= 0). It's only queen when you ban the words king, man, or woman (since the embeddings of queen and king are close). See Ian's tweet https://twitter.com/goodfellow_ian/status/1133528189651677184 https://twitter.com/goodfellow_ian/status/113352818965167718... or the linked paper https://arxiv.org/pdf/1905.09866.pdf https://arxiv.org/pdf/1905.09866.pdf for more information.