With this method, all the occurrences of the unknown words in a document 1 are taken into consideration at once, rather than that each occurrence of the words is processed separately.
the method models the whole document and finds a set of parts-of-speech by maximizing its conditional joint probability given the document, rather than independently maximizing the probability of each part-of-speech given each sentence.