Language Models for Multi-Lingual Tasks - A Survey

Kód výsledku v 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>

Výsledek na webu

<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>

Jazyk výsledku

angličtina

Název v původním jazyce

Language Models for Multi-Lingual Tasks - A Survey

Popis výsledku v původním jazyce

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.

Název v anglickém jazyce

Language Models for Multi-Lingual Tasks - A Survey

Popis výsledku anglicky

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.

Druh

J_SC - Článek v periodiku v databázi SCOPUS

CEP obor

—

OECD FORD obor

10201 - Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)

Projekt

—

Návaznosti

—

Rok uplatnění

2024

Kód důvěrnosti údajů

S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

Název periodika

International Journal of Advanced Computer Science and Applications

ISSN

2158-107X

e-ISSN

—

Svazek periodika

15

Číslo periodika v rámci svazku

6

Stát vydavatele periodika

US - Spojené státy americké

Počet stran výsledku

15

Strana od-do

1458-1472

Kód UT WoS článku

—

EID výsledku v databázi Scopus

2-s2.0-85199711458