Word Walk Create lexvec_words_only.txt from lexvec.enwiki+newscrawl.300d.W.pos.vectors ~/src/words using this command: cut -d ' ' -f 1 < lexvec.enwiki+newscrawl.300d.W.pos.vectors > lexvec_words_only.txt