Abstract: Data-Oriented Parsing（DOP）technique is a kind of probabilistic parsing strategy. The main goal of DOP model is to find the most probable parse for a given input sentence, that is, parse disambiguation. In fact, it is proved through a lot of research work

Key words: Data-oriented parsing（DOP）, Stochastic tree substitution grammar （STSG）, Disambiguation, Monte carlo method