@Riedl it's long and there's a lot to unpack (I haven't finished reading it yet). From my perspective it would be little effort and huge explanatory value to also talk of word embeddings since you're already at encodings. In any case, I see a tendency of this to grow in time so maybe presenting it also as someone sort of hypertext (vocabulary/encyclopedia) would be beneficial. Just some thoughts