Lexical impoverishment in neural machine translation: automatic and human study of Spanish-English noun translation

The information required to translate a word in the machine translation of isolated sentences is often missing or unobtainable. We show that the diversity in the training-set distribution of Spanish equivalents of English nouns is reduced in translation. A translator survey reveals this is often due to lack of source context.