... Daum´e III. 2009. Unsuper-vised part of speech tagging without a lexicon. InNIPS Workshop on Grammar Induction, Representa-tion of Language and Language Learning.E. Uzun, Y. Klaslan, H.V. Agun, ... inventory, we outperform systems with hand-crafted rules and inventories, using identical syntac-tic features. Second, by replacing the syntactic fea-tures with an approximation based on POS ... com-parison with that resource. This data set is drawnfrom five general -language corpora parsed by Rasp,and provides, on average, 7,000 instances per verb.3.2 SCF extractionOur graphical modeling...