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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.
  • 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. (en)
Title
  • Leveraging Reusability: Cost-Effective Lexical Acquisition for Large-scale Ontology Translation
  • Leveraging Reusability: Cost-Effective Lexical Acquisition for Large-scale Ontology Translation (en)
skos:prefLabel
  • Leveraging Reusability: Cost-Effective Lexical Acquisition for Large-scale Ontology Translation
  • Leveraging Reusability: Cost-Effective Lexical Acquisition for Large-scale Ontology Translation (en)
skos:notation
  • RIV/00216208:11320/06:10077916!RIV11-MSM-11320___
http://linked.open...avai/riv/aktivita
http://linked.open...avai/riv/aktivity
  • Z(MSM0021620838)
http://linked.open...vai/riv/dodaniDat
http://linked.open...aciTvurceVysledku
http://linked.open.../riv/druhVysledku
http://linked.open...iv/duvernostUdaju
http://linked.open...titaPredkladatele
http://linked.open...dnocenehoVysledku
  • 483219
http://linked.open...ai/riv/idVysledku
  • RIV/00216208:11320/06:10077916
http://linked.open...riv/jazykVysledku
http://linked.open.../riv/klicovaSlova
  • translation; ontology; scale; large; acquisition; lexical; effective; cost; reusability; leveraging (en)
http://linked.open.../riv/klicoveSlovo
http://linked.open...ontrolniKodProRIV
  • [EA30F88F27F1]
http://linked.open...v/mistoKonaniAkce
  • Sydney, Australia
http://linked.open...i/riv/mistoVydani
  • Sydney, Australia
http://linked.open...i/riv/nazevZdroje
  • Proceedings of the 21th International Conference on Computational Linguistics and 44th Annual Meeting of the Association for Computational Linguistics
http://linked.open...in/vavai/riv/obor
http://linked.open...ichTvurcuVysledku
http://linked.open...cetTvurcuVysledku
http://linked.open...UplatneniVysledku
http://linked.open...iv/tvurceVysledku
  • Hajič, Jan
  • Pecina, Pavel
  • Murray, Craig G.
  • Lin, Jimmy
  • Dorr, Bonnie J.
http://linked.open...vavai/riv/typAkce
http://linked.open...ain/vavai/riv/wos
  • 000274500200119
http://linked.open.../riv/zahajeniAkce
http://linked.open...n/vavai/riv/zamer
number of pages
http://purl.org/ne...btex#hasPublisher
  • Association for Computational Linguistics
https://schema.org/isbn
  • 1-932432-65-5
http://localhost/t...ganizacniJednotka
  • 11320
is http://linked.open...avai/riv/vysledek of
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