This paper presents an approach to identify Chinese base noun phrases. This method is based on GLR algorithm and extends GLR parsing algorithm further. It is a mixed approach that combines rule-based method and statistical method by using PCFG system. From the experiment results, this method is not only simple but also feasible and efficient to base noun phrases identification.