ABSTRACT

This chapter describes techniques for statistical parsing, that is, methods for syntactic analysis that make use of statistical inference from samples of natural language text. The major topics covered are probabilistic context-free grammars (PCFGs), supervised parsing using generative and discriminative models, and models for unsupervised parsing.