Instead of using just the surface form of the word, we included the root, part-of-speech and morphological tag information into the corpus as additional factors alongside the surface form.
13 a token is represented with three factors as Surface|Root|Tags where Tags are complex tags on the English side, and morphological tags on the Turkish side.