Another similar study for Chinese <cite>[11]</cite> is based on the Naive Bayes classifier model which has taken into consideration PoS with position information and bi-gram templates in the local context. Even though in both approaches, statistically significant bi-gram co-occurrence information is used, they are not necessarily true collocations. In our system, we do not rely on co-occurrence information.