Contents: The course gives an overview of the application of statistical and adaptive methods for analysis of natural language, for example, the analysis, organisation and search from text collections, language modelling for natural language recognition, syntactic and semantic analysis, probabilistic grammars and parsing, and statistical machine translation.
The exercise sessions are held in Finnish. However, the discussed problems and solutions are available also in English.
Requirements: Examination and project work.
The course is mainly based on the book Christopher D. Manning and Hinrich Schutze: Foundations of statistical natural language processing, MIT Press, 1999. Available e.g. in electronic bookstores.
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