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Stemming is one of commonly used pre-processing steps in document categorization. Especially when fast and accurate classification of a lot of documents is needed, it is important to have as small number of and as small length roots as possible. This would not only reduce the time it takes to train and test classifiers but also would reduce the storage requirements for each document. In this study,...