Laboratory of Computer and Information Science / Neural Networks Research Centre CIS Lab Helsinki University of Technology

T-61.5020 Statistical and Adaptive Natural Language Processing (5 cr, L)

T-61.5020 Luonnollisen kielen tilastollinen mallinnus

Lecturer: Docent Timo Honkela
Assistant: Sami Virpioja
Lectures: Wednesday at 12-14 room T5 (Computer science building) starting on Wed 23.1.2008

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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