Statistical approaches to processing natural language text have become dominant in recent years. This foundational text is the

first comprehensive introduction to statistical natural language processing (NLP) to appear. The book contains all the theory and

algorithms needed for building NLP tools. It provides broad but rigorous coverage of mathematical and linguistic foundations, as

well as detailed discussion of statistical methods, allowing students and researchers to construct their own imple ..