Language Models for Multi-Lingual Tasks - A Survey
The result's identifiers
Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F00216208%3A11320%2F25%3AB6YFTFRP" target="_blank" >RIV/00216208:11320/25:B6YFTFRP - isvavai.cz</a>
Result on the web
<a href="https://www.scopus.com/inward/record.uri?eid=2-s2.0-85199711458&doi=10.14569%2fIJACSA.2024.01506146&partnerID=40&md5=13d2d54daad882159f28be57c36b73c5" target="_blank" >https://www.scopus.com/inward/record.uri?eid=2-s2.0-85199711458&doi=10.14569%2fIJACSA.2024.01506146&partnerID=40&md5=13d2d54daad882159f28be57c36b73c5</a>
DOI - Digital Object Identifier
<a href="http://dx.doi.org/10.14569/IJACSA.2024.01506146" target="_blank" >10.14569/IJACSA.2024.01506146</a>
Alternative languages
Result language
angličtina
Original language name
Language Models for Multi-Lingual Tasks - A Survey
Original language description
These days different online media platforms such as social media provide their users the possibility to exchange and engage in different languages. It is not surprising anymore to see comments from different languages in posts published by international celebrities and figures. In this era, understanding cross-language content and multilingualism in natural language processing (NLP) are crucial, and huge amount of efforts have been dedicated on leverage existing technologies in NLP to tackle this challenging research problem, specially with advances in language analysis and the introduction of large language models. In this survey, we provide a comprehensive overview of the existing literature focusing on the evolution of language models with a focus on multilingual tasks and then we identify potential opportunities for further research in this domain. © (2024), (Science and Information Organization). All Rights Reserved.
Czech name
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Czech description
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Classification
Type
J<sub>SC</sub> - Article in a specialist periodical, which is included in the SCOPUS database
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
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Continuities
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Others
Publication year
2024
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů
Data specific for result type
Name of the periodical
International Journal of Advanced Computer Science and Applications
ISSN
2158-107X
e-ISSN
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Volume of the periodical
15
Issue of the periodical within the volume
6
Country of publishing house
US - UNITED STATES
Number of pages
15
Pages from-to
1458-1472
UT code for WoS article
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EID of the result in the Scopus database
2-s2.0-85199711458