2/0. 2 credit(s) (plus extra credits for completion). Recommended Type of Completion: zk (examination). Alternate Types of Completion: k (colloquium), z (credit).
The course is also offered to the students of the fields other than those the course is directly associated with.
Fields of study the course is directly associated with
there are 22 fields of study the course is directly associated with, display
Course objectives
In this course the main principles of natural language processing are offered. The algorithmic description of the main language levels will be discussed - morphology, syntax, semantics and pragmatics. Also the resources of natural language data, corpora, will be presented. The role of knowledge representation, inference and relations to artificial intelligence will be touched as well.
Syllabus
Introduction to Computational Linguistics (Natural Language Processing, NLP).
Levels of description: phonetics and phonology, morphology, syntax,
semantics and pragmatics.
Representation of morphological and syntactic structures.
Analysis and synthesis: speech, morphological, syntactic, semantic.
Knowledge representation forms with regard to lexical units.
Language understanding: sentence meaning representation, logical inference.
Literature
PALA, Karel. Počítačové zpracování přirozeného jazyka (Natural Language Processing). 1. vyd. Brno: FI MU, 2000. 190 pp. info
ALLEN, James. Natural Language Understanding (Natural Language Understanding). 2nd ed. Redwood City: Benjamin/Cummings Publishing Company, 1995. xv, 654 s. ISBN 0-8053-0334-0. info
The Oxford handbook of computational linguistics. Edited by Ruslan Mitkov. Oxford: Oxford University Press, 2003. xx, 784 s. ISBN 0-19-823882-7. info
CHOMSKY, Noam. Syntaktické struktury., Logický základ teorie jazyka., O pojmu gramatické pravidlo (Syntactic Structures). 1. vyd. Praha: Academia, 1966. 209 s. info
MATERNA, Pavel and Jan ŠTĚPÁN. Filozofická logika: nová cesta? (Philosophical logic: a new way?). Olomouc: Olomouc (Univerzita Palackého), 2000. 127 pp. ISBN 80-244-0109-6. info
Assessment methods (in Czech)
Závěrečné hodnocení se děje na základě písemné zkoušky. Účast na přednáškách není povinná.