Morphological Based language Models for Inflectional Languages
The result's identifiers
Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F49777513%3A23520%2F11%3A43896986" target="_blank" >RIV/49777513:23520/11:43896986 - isvavai.cz</a>
Result on the web
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DOI - Digital Object Identifier
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Alternative languages
Result language
angličtina
Original language name
Morphological Based language Models for Inflectional Languages
Original language description
This paper shows a method to improve the language modeling for inflectional languages such as the Czech and Slovak language. Methods are based upon the principle of class-based language models, where word classes are derived from morphological information. Our experiments show that the linear interpolation with the class-based language models outperforms the stand-alone word N-gram language model about 10-30%.
Czech name
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Czech description
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Classification
Type
D - Article in proceedings
CEP classification
BB - Applied statistics, operational research
OECD FORD branch
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Result continuities
Project
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Continuities
S - Specificky vyzkum na vysokych skolach
Others
Publication year
2011
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů
Data specific for result type
Article name in the collection
Proceedings of the 6th IEEE International conference on Intelligent data acguisition and advanced computing systems: Technology and applications, vol. 2
ISBN
978-1-4577-1425-2
ISSN
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e-ISSN
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Number of pages
4
Pages from-to
560-563
Publisher name
IEEE
Place of publication
Neuveden
Event location
Praha
Event date
Sep 15, 2011
Type of event by nationality
WRD - Celosvětová akce
UT code for WoS article
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