['< sod >\'\'\'the word embedding\'\'\'is the collective name for a set of [ [ machine language model ] ] ing and [ [ feature learning ] ] techniques in [ [ natural language model processing ] ] ( nlp ) where words or phrases from the vocabulary are mapped to vectors of [ [ real numbers ] ] in a low - 10 dimensional space relative to the vocabulary size ( " smallest continuous space " ). < eod > < sod >\'\'\'word embedding\'\'\'is the collective name for a set of [ [ natural language model ] ] ing and [ [ feature learning ] ] techniques in [ [ natural language processing ] ] ( nlp ) where words... or phrases from the vocabulary are automatically mapped to vectors of [ [ real numbers ] ]. or conceptually as it involves a mathematical [ [ embedding ] ] from a space with one dimension per word to a continuous [ [ vector space ] ] with much lower dimension. < eod >']