Overview and challenges of machine translation for contextually appropriate translations
The result's identifiers
Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F62690094%3A18470%2F24%3A50021766" target="_blank" >RIV/62690094:18470/24:50021766 - isvavai.cz</a>
Result on the web
<a href="https://www.sciencedirect.com/science/article/pii/S2589004224021035?via%3Dihub" target="_blank" >https://www.sciencedirect.com/science/article/pii/S2589004224021035?via%3Dihub</a>
DOI - Digital Object Identifier
<a href="http://dx.doi.org/10.1016/j.isci.2024.110878" target="_blank" >10.1016/j.isci.2024.110878</a>
Alternative languages
Result language
angličtina
Original language name
Overview and challenges of machine translation for contextually appropriate translations
Original language description
Machine translation facilitates cross-linguistic communication by converting text between languages. However, producing contextually accurate translations remains a challenge. This review explores the difficulties in achieving such accuracy, particularly in capturing contextual information, disambiguating polysemous words, and handling idiomatic expressions, cultural nuances, and domain-specific terms. The article emphasizes the importance of maintaining grammatical correctness and syntactic coherence while preserving the cultural context of the source text. It also addresses challenges related to complex sentence structures and grammatical transformations. The broader significance lies in enhancing machine translation systems to better break language barriers, foster multicultural understanding, and support global collaboration.
Czech name
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Czech description
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Classification
Type
J<sub>imp</sub> - Article in a specialist periodical, which is included in the Web of Science 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
I - Institucionalni podpora na dlouhodoby koncepcni rozvoj vyzkumne organizace
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
iScience
ISSN
2589-0042
e-ISSN
2589-0042
Volume of the periodical
27
Issue of the periodical within the volume
10
Country of publishing house
US - UNITED STATES
Number of pages
25
Pages from-to
"Article Number: 110878"
UT code for WoS article
001322639900001
EID of the result in the Scopus database
2-s2.0-85207332233