22. The method of claim 21 , wherein the term weight of each respective word is based on a location of the respective word in the document text.
21. The method of claim 19 , wherein the bigram probability comprises a number of times each respective word pair appears in a training corpus and a number of times a first word and a second word of each respective word pair appear within a certain distance of each other in the training corpus.