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Course, academic year 2018/2019
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Computational Morphology - NPFL096
Title in English: Komputační morfologie
Guaranteed by: Institute of Formal and Applied Linguistics (32-UFAL)
Faculty: Faculty of Mathematics and Physics
Actual: from 2018 to 2018
Semester: summer
E-Credits: 4
Hours per week, examination: summer s.:2/1 Ex [hours/week]
Capacity: unlimited
Min. number of students: unlimited
State of the course: taught
Language: Czech, English
Teaching methods: full-time
Additional information: http://ufal.mff.cuni.cz/courses/npfl096
Guarantor: RNDr. Jiří Hana, Ph.D.
Class: Informatika Mgr. - Matematická lingvistika
Classification: Informatics > Computer and Formal Linguistics
Annotation -
Last update: JUDr. Dana Macharová (10.02.2011)
Introduction to the methods of processing morphology of natural languages. The course covers both supervised and unsupervised methods of morphological analysis, morpheme segmentation, lexicon creation, etc. Most of the course consists of discussion of important papers in the field. Students will replicate or extend a system from one of the papers.
Course completion requirements
Last update: RNDr. Jiří Hana, Ph.D. (10.06.2019)
  • leading discussion on selected papers (max 2 papers per person)
  • programming project

See http://ufal.mff.cuni.cz/courses/npfl096 for more details.

Literature -
Last update: JUDr. Dana Macharová (10.02.2011)

Beesley, Kenneth and Lauri Karttunen. 2003. Finite State Morphology.

Stanford: CSLI Publications.

Feldman, Anna and Jirka Hana (2010). A resource-light approach to

morpho-syntactic tagging. Rodopi, Amsterdam/New York, NY.

Goldsmith, John. 2001. "Unsupervised Acquisition of the Morphology of

a Natural Language".

Kaplan, Ronald M. and Martin Kay. 1994. "Regular Models of

Phonological Rule Systems". Computational Linguistics 20(3):331-378.

Koskenniemi, Kimmo, 1983, Two-level Morphology: A General

Computational Model for Word-Form Recognition and Production,

Publications, p. 160, University of Helsinki, Department of General

Linguistics.

Oflazer, Kemal and S. Nirenberg, M. McShane (2001): Bootstrapping

morphological analyzers by combining human elicitation and machine

learning

Schone, Patrick and Daniel Jurafsky. 2001. "Knowlege-Free Induction of

Inflectional Morphologies." Proceedings of the North American Chapter

of the Association for Computational Linguistics.

Yarowsky, David and Richard Wicentowski. 2001. "Minimally supervised

morphological analysis by multimodal alignment." Proceedings of

ACL-2000, Hong Kong, pages 207-216.

Syllabus -
Last update: JUDr. Dana Macharová (10.02.2011)
  • Linguistic aspects of morphology
  • Computational aspects of morphology
  • Morphological analysis, two-level morphology
  • Morphological corpora and annotation
  • Morpheme segmentation
  • Lexicon acquisitions

 
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