Course details
Natural Language Processing
Guarantor
Language of instruction
Czech, English
Completion
Examination
Time span
- 39 hrs lectures
Department
Study literature
- Hajičová, E., Panevová, J., Sgall, P., Úvod do teoretické a počítačové lingvistiky, sv. I., Teoretická lingvistika, Praha: Karolinum, 2002, ISBN 8024604701.
- Mařík,V., Štěpánková,O., Lažanský, J. a kol.: Umělá inteligence (4), ACADEMIA Praha, 2003, ISBN 80-200-1044-0.
Fundamental literature
- Allen, J., Natural language understanding. 2nd ed. Redwood City : Benjamin/Cummings Publishing Company, 1995. ISBN 0-8053-0334-0.
- Manning, C. D., Schütze, H., Foundations of Statistical Natural Language Processing, MIT Press, 1999, ISBN 0-262-13360-1.
Syllabus of lectures
- Advanced methods of text categorization, document similarity
- Morphological analysis, inflective and derivational morphology, trie structure for dictionaries
- Methods of syntactic analysis for language modeling
- Probabilistic context-free analysis, automatic alignment, machine translation
- Lexical semantics, dictionaries vs. encyclopedias, compositionality
- The Semantic Web technologies, ontologies, OWL
Course inclusion in study plans