Probability distribution model for identifying VN structure

Correctly identifying VN structure in Chinese can help to improve the accuracy of parsing.This paper proposes and validates the hypothesis that if the distributions of the contexts of VN combinations are similar,their structures are also similar.Combining the verb and the noun,the structural vector space model based on probability distributions is constructed to identify the VN structure.Experiments show that,without the use of other resources,the precision of this kind of method can achieve 95.2% and the recall can achieve 93.0%.