Foundations of Statistical Natural Language Processing

This foundational text provides broad and rigorous coverage of mathematical and linguistic foundations, as well as detailed discussions of statistical methods.

It covers applications such as collocation finding, word sense disambiguation, probabilistic parsing, and information retrieval.

The book aims to balance theory and practice, making it suitable for students and researchers in the field.