I thought it would. But I've spent a fair bit of effort both using embeddings and also using prompts to GPT4, as well as combinations of the two approaches, to try to make a good spymaster for Codenames with essentially zero success.
I wonder if something like https://wordassociations.net/en might be better for it than embeddings.
