Overview
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.
Full Product Details
Author: Pakray ,
Dadure ,
Bandyopadhyay
Publisher: IGI Global
Imprint: IGI Global
Weight: 0.272kg
ISBN: 9798369307281
Pages: 330
Publication Date: 31 March 2024
Audience:
Professional and scholarly
,
Professional & Vocational
Format: Hardback
Publisher's Status: Active
Availability: Manufactured on demand
We will order this item for you from a manufactured on demand supplier.
Author Information
"Sivaji Bandyopadhyay received the Ph.D. degree in Computer Science and Engineering from Jadavpur University, Kolkata, India in 1998. Since 1991 he has been a faculty member of the Department of Computer Science and Engineering, Jadavpur University. He is engaged with several national and international projects such as ""Development of Cross Lingual Information Access (CLIA)"", DIT, Government of India, August 2006 – 2010, ""Development of English to Indian Languages Machine Translation Systems (EILMT)"", DIT, Government of India, August 2006– 2010, ""Development of Indian Languages to Indian Languages Machine Translation Systems (IL-ILMT)"", DIT, Government of India, August 2006– 2010, ""An Advanced Platform for Question Answering Systems"", Indo-French Center for the Promotion of Advanced Research (IFCPAR), 2009-2012, ""Multidisciplinary Research Field on Sentiment Analysis where AI meets Psychology (SAAIP)"", Strategic India-Japan Cooperative Programme-Project in the area of multidisciplinary ICT, DST, Government of India 2010-2013, ""Answer Validation through Textual Entailment"", CONACYT, Mexico, DST, India, 2010-2012. His research interests are in the area of Natural Language Processing, Machine Learning, Machine Translation, Sentiment Analysis, Question Answering Systems and Information Extraction. He has had more than 100 publications in top conferences and journals and has served as program chair, workshop chair and PC member of IJCNLP, NAACL, NLPKE, ICON and others. Author is a member of the ACL, AAMT."
