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.
Poseidon, a thoroughbred show jumping horse, is injured during a devastating fire at the horse ranch. Traumatized, the beautiful colt becomes trapped with his demons, and aggressively attacks anyone who approaches. After Poseidon hurts several people, the vet suggests that the horse be euthanised. Axel, a painter who grew up with horses all his life on his grandparents' stud fa...
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