Stylometry in a Bilingual Setup
The result's identifiers
Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F00216208%3A11320%2F20%3A10424440" target="_blank" >RIV/00216208:11320/20:10424440 - isvavai.cz</a>
Result on the web
<a href="http://lrec-conf.org/proceedings/lrec2020/pdf/2020.lrec-1.123.pdf" target="_blank" >http://lrec-conf.org/proceedings/lrec2020/pdf/2020.lrec-1.123.pdf</a>
DOI - Digital Object Identifier
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Alternative languages
Result language
angličtina
Original language name
Stylometry in a Bilingual Setup
Original language description
The method of stylometry by most frequent words does not allow direct comparison of original texts and their translations, i.e. across languages. For instance, in a bilingual Czech-German text collection containing parallel texts (originals and translations in both directions, along with Czech and German translations from other languages), authors would not cluster across languages, since frequency word lists for any Czech texts are obviously going to be more similar to each other than to a German text, and the other way round. We have tried to come up with an interlingua that would remove the language-specific features and possibly keep the linguistically independent features of individual author signal, if they exist. We have tagged, lemmatized, and parsed each language counterpart with the corresponding language model in UDPipe, which provides a linguistic markup that is cross-lingual to a significant extent. We stripped the output of language-dependent items, but that alone did not help much. As a
Czech name
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Czech description
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Classification
Type
D - Article in proceedings
CEP classification
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OECD FORD branch
10201 - Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)
Result continuities
Project
Result was created during the realization of more than one project. More information in the Projects tab.
Continuities
P - Projekt vyzkumu a vyvoje financovany z verejnych zdroju (s odkazem do CEP)
Others
Publication year
2020
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 12th International Conference on Language Resources and Evaluation (LREC 2020)
ISBN
979-10-95546-34-4
ISSN
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e-ISSN
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Number of pages
8
Pages from-to
977-984
Publisher name
European Language Resources Association
Place of publication
Marseille, France
Event location
Marseille, France
Event date
May 11, 2020
Type of event by nationality
WRD - Celosvětová akce
UT code for WoS article
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