Empowering low-resource languages With NLP solutions

Kód výsledku v IS VaVaI

<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F00216208%3A11320%2F25%3AE4ESRKJA" target="_blank" >RIV/00216208:11320/25:E4ESRKJA - isvavai.cz</a>

Výsledek na webu

<a href="https://www.scopus.com/inward/record.uri?eid=2-s2.0-85189125065&doi=10.4018%2f979-8-3693-0728-1&partnerID=40&md5=eac3157c34b4e05e355b70d10ed02837" target="_blank" >https://www.scopus.com/inward/record.uri?eid=2-s2.0-85189125065&doi=10.4018%2f979-8-3693-0728-1&partnerID=40&md5=eac3157c34b4e05e355b70d10ed02837</a>

DOI - Digital Object Identifier

<a href="http://dx.doi.org/10.4018/979-8-3693-0728-1" target="_blank" >10.4018/979-8-3693-0728-1</a>

Jazyk výsledku

angličtina

Název v původním jazyce

Empowering low-resource languages With NLP solutions

Popis výsledku v původním jazyce

In our increasingly interconnected world, low-resource languages face the threat of oblivion. These linguistic gems, often spoken by marginalized communities, are at risk of fading away due to limited data and resources. The neglect of these languages not only erodes cultural diversity but also hinders effective communication, education, and social inclusion. Academics, practitioners, and policymakers grapple with the urgent need for a comprehensive solution to preserve and empower these vulnerable languages. Empowering Low-Resource Languages With NLP Solutions is a pioneering book that stands as the definitive answer to the pressing problem at hand. It tackles head-on the challenges that low-resource languages face in the realm of Natural Language Processing (NLP). Through real-world case studies, expert insights, and a comprehensive array of topics, this book equips its readers-academics, researchers, practitioners, and policymakers-with the tools, strategies, and ethical considerations needed to address the crisis facing low-resource languages. This book explores the profound social and cultural implications of NLP for low-resource languages, emphasizing linguistic diversity, preservation, and community empowerment. From tailored knowledge on data collection, pre-processing, and feature extraction to sociolinguistic insights and real-world applications, this book empowers readers to champion the cause of linguistic diversity and cultural heritage preservation. © 2024 by IGI Global. All rights reserved.

Název v anglickém jazyce

Empowering low-resource languages With NLP solutions

Popis výsledku anglicky

In our increasingly interconnected world, low-resource languages face the threat of oblivion. These linguistic gems, often spoken by marginalized communities, are at risk of fading away due to limited data and resources. The neglect of these languages not only erodes cultural diversity but also hinders effective communication, education, and social inclusion. Academics, practitioners, and policymakers grapple with the urgent need for a comprehensive solution to preserve and empower these vulnerable languages. Empowering Low-Resource Languages With NLP Solutions is a pioneering book that stands as the definitive answer to the pressing problem at hand. It tackles head-on the challenges that low-resource languages face in the realm of Natural Language Processing (NLP). Through real-world case studies, expert insights, and a comprehensive array of topics, this book equips its readers-academics, researchers, practitioners, and policymakers-with the tools, strategies, and ethical considerations needed to address the crisis facing low-resource languages. This book explores the profound social and cultural implications of NLP for low-resource languages, emphasizing linguistic diversity, preservation, and community empowerment. From tailored knowledge on data collection, pre-processing, and feature extraction to sociolinguistic insights and real-world applications, this book empowers readers to champion the cause of linguistic diversity and cultural heritage preservation. © 2024 by IGI Global. All rights reserved.

Druh

B - Odborná kniha

CEP obor

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OECD FORD obor

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

Projekt

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Návaznosti

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Rok uplatnění

2024

Kód důvěrnosti údajů

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

ISBN

979-836930728-1

Počet stran knihy

1

Název nakladatele

IGI Global

Místo vydání

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Kód UT WoS knihy

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