Leveraging Reusability: Cost-Effective Lexical Acquisition for Large-scale Ontology Translation

Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F00216208%3A11320%2F06%3A10077916" target="_blank" >RIV/00216208:11320/06:10077916 - isvavai.cz</a>
Result on the web
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DOI - Digital Object Identifier
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Result language
angličtina
Original language name
Leveraging Reusability: Cost-Effective Lexical Acquisition for Large-scale Ontology Translation
Original language description
Thesauri and ontologies provide important value in facilitating access to digital archives by representing underlying principles of organization. Translation of such resources into multiple languages is an important component for providing multilingual access. However, the specificity of vocabulary terms in most ontologies precludes fully-automated machine translation using general-domain lexical resources. In this paper, we present an efficient process for leveraging human translations when constructing domain-specific lexical resources. We evaluate the effectiveness of this process by producing a probabilistic phrase dictionary and translating a thesaurus of 56,000 concepts used to catalogue a large archive of oral histories. Our experiments demonstrate a cost-effective technique for accurate machine translation of large ontologies.
Czech name
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Czech description
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Publication year
2006
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

Article name in the collection
Proceedings of the 21th International Conference on Computational Linguistics and 44th Annual Meeting of the Association for Computational Linguistics
ISBN
1-932432-65-5
ISSN
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e-ISSN
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Number of pages
8
Pages from-to
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Publisher name
Association for Computational Linguistics
Place of publication
Sydney, Australia
Event location
Sydney, Australia
Event date
Jul 16, 2006
Type of event by nationality
WRD - Celosvětová akce
UT code for WoS article
000274500200119

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