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Statistical Text Models: A Bayesian Approach to Language (Probability and Information Science)

Statistical Text Models: A Bayesian Approach to Language (Probability and Information Science)

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Statistical Text Models: A Bayesian Approach to Language (Probability and Information Science)

This academic textbook, published by Iwanami Shoten as part of their "Probability and Information Science" series, delves into the intricate world of statistical text models. It specifically explores a Bayesian approach to understanding and modeling language, making it an essential resource for advanced students and researchers in computational linguistics, machine learning, and data science. Readers can expect a rigorous treatment of probabilistic methods applied to text analysis, offering deep insights into natural language processing. Note: The text is entirely in Japanese. Brand New Japanese Edition.

ISBN 9784000069762 · ISBN-10 4000069764

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