Book Reviews: Foundations of Statistical Natural Language Processing

作者：Christopher D. Manning, Hinrich Schütze · 发表于：International Conference on Computational Logic · 年份：1999 · DOI：10.1145/601858.601867 · 被引用次数：5750 · 研究领域：Computer Science

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 implementations. The book covers collocation finding, word sense disambiguation, probabilistic parsing, information retrieval, and other applications.