I finished the basic text to vector, but in its current form it is kinda useless. It only outputs to system.out in a format that isn’t usefull yet. Also it doesn’t save the dictionary that it uses to generate the vectors. So you can’t generate any new word vectors to run comparisons with. I will be adding in features to save the generation dictionary, to import a saved dictionary, and to output the feature word vectors in the SVM light format. I also have recently found some cool java stemming software that I will add in to my project after I get the first usable version out. If your interested in the stemming software here are the links: Porter Stemming Algorythm Lancaster Stemmer