Foundations of Statistical Natural Language Processing - Manning Christopher S
Foundations of Statistical Natural Language Processing - Manning Christopher S Statistical approaches to processing natural language text have become dominant in recent years. The book contains all…
Specifikacia Foundations of Statistical Natural Language Processing - Manning Christopher S
Foundations of Statistical Natural Language Processing - Manning Christopher S
Statistical approaches to processing natural language text have become dominant in recent years. The book contains all the theory and algorithms needed for building NLP tools. This foundational text is the first comprehensive introduction to statistical natural language processing (NLP) to appear.
The book covers collocation finding, word sense disambiguation, probabilistic parsing, information retrieval, and other applications. 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 implementations.