I wonder if it would be possible to make semantic embeddings using synonym/antonyms from an thesaurus, though they'd probably suck.

At that point you might as well leave it as a graph rather than trying to reduce the number of dimensions.

I should release a page where users can load and test out different semantic embeddings just so my effort doesn't feel wasted.

I implemented Semantle but it feels bad to play because of what I mentioned earlier about average distance scores.

I also used a smaller dictionary so it runs out of good words for the top 1000.