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Dictionary-Free Morphological Classifier of Russian Nouns

  • Igor A. Bolshakov
  • Elena I. Bolshakova
Conference paper
Part of the Lecture Notes in Computer Science book series (LNCS, volume 4139)

Abstract

A dictionary-free morphological classifier of nouns for a highly inflective language is developed. The classifier is a front-end utility for acquiring a very large DB of Russian collocations and WordNet-like semantic links. For its main functions, the classifier uses the final letters of standard noun forms and extensive morphological and lexical data. The percentage of nouns correctly classified in a standalone manner is now 99.65%. A completely error-free performance is impossible for context-free methods in principle, primarily because of homonymy: the nouns of various senses may decline in different ways. Therefore the classifier’s results are additionally tested against more than 200,000 collocations stored in the DB and, when it is necessary, are automatically corrected.

Keywords

Plural Noun Final Letter Inflective Language Transitory Class Grammatical Case 
These keywords were added by machine and not by the authors. This process is experimental and the keywords may be updated as the learning algorithm improves.

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References

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Copyright information

© Springer-Verlag Berlin Heidelberg 2006

Authors and Affiliations

  • Igor A. Bolshakov
    • 1
  • Elena I. Bolshakova
    • 2
  1. 1.National Polytechnic Institute (IPN)Center for Computing Research (CIC)Mexico CityMexico
  2. 2.Faculty of Computational Mathematics and CyberneticsMoscow State Lomonosov UniversityMoscowRussia

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