a stochastic parts program and noun phrase parser for unrestricted text our part of speech tagger can now input unrestricted text and assign each word with the most likely part of speech with fairly reasonable accuracy and efficiency. our part-of-speech tagger performs not only part-of-speech analysis, but it also identities the most simple kinds of noun phrases mostly sequences of determiners, premodifiers and nominal heads by inserting brackets around them.