A visual observation on the geometry of UMAP projections of the difference vectors of antonym and synonym word pair embeddings
arXiv:2603.24150v1 Announce Type: cross
Abstract: Antonyms, or opposites, are sometimes defined as \emph{word pairs that have all of the same contextually relevant properties but one}. Seeing how transformer models seem to encode concepts as direction…