Shallow parsing: an overview
This paper presents an introductory overview of the studies on shallow parsing for both English and Chinese. The major methods within two paradigms, statistics-based and rule-based, are discussed in detail. Statistics-based methods include HMM-based method, mutual information, chi-square statistics,and dependency probability of heads. Rule-based methods include incremental approach, reductionalist approach, and the methods for learning rules.