Abstract—Nowadays semantic information of text is used

largely for text classification task instead of bag-of-words

approaches. This is due to having some limitations of bag of word

approaches to represent text appropriately for certain kind of

documents. On the other hand, semantic information can be

represented through feature vectors or graphs. Among them,

graph is normally better than traditional feature vector due to its