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ISBN10: 981165624X, ISBN13: 9789811656248, [publisher: Springer Nature Singapore] Softcover Druck auf Anfrage Neuware - Printed after ordering - This book focuses on methods that are unsupervised or require minimal supervision-vital in the low-resource domain. Over the past few years, rapid growth in Internet access across the globe has resulted in an explosion in user-generated text content in social media platforms. This effect is significantly pronounced in linguistically diverse areas of the world like South Asia, where over 400 million people regularly access social media platforms. YouTube, Facebook, and Twitter report a monthly active user base in excess of 200 million from this region. Natural language processing (NLP) research and publicly available resources such as models and corpora prioritize Web content authored primarily by a Western user base. Such content is authored in English by a user base fluent in the language and can be processed by a broad range of off-the-shelf NLP tools. In contrast, text from linguistically diverse regions features high levels of multilinguality, code-switching, and varied languageskill levels. Resources like corpora and models are also scarce. Due to these factors, newer methods are needed to process such text.This book is designed for NLP practitioners well versed in recent advances in the field but unfamiliar with the landscape of low-resource multilingual NLP. The contents of this book introduce the various challenges as ...
ISBN10: 981165624X, ISBN13: 9789811656248, [publisher: Springer Nature Singapore] Softcover Druck auf Anfrage Neuware - Printed after ordering - This book focuses on methods that are unsupervised or require minimal supervision-vital in the low-resource domain. Over the past few years, rapid growth in Internet access across the globe has resulted in an explosion in user-generated text content in social media platforms. This effect is significantly pronounced in linguistically diverse areas of the world like South Asia, where over 400 million people regularly access social media platforms. YouTube, Facebook, and Twitter report a monthly active user base in excess of 200 million from this region. Natural language processing (NLP) research and publicly available resources such as models and corpora prioritize Web content authored primarily by a Western user base. Such content is authored in English by a user base fluent in the language and can be processed by a broad range of off-the-shelf NLP tools. In contrast, text from linguistically diverse regions features high levels of multilinguality, code-switching, and varied languageskill levels. Resources like corpora and models are also scarce. Due to these factors, newer methods are needed to process such text.This book is designed for NLP practitioners well versed in recent advances in the field but unfamiliar with the landscape of low-resource multilingual NLP. The contents of this book introduce the various challenges as ...
ISBN10: 981165624X, ISBN13: 9789811656248, [publisher: Springer] Softcover Buy with confidence! Book is in acceptable condition with wear to the pages, binding, and some marks within 0.29 [Amherst, NY, U.S.A.] [Publication Year: 2021]
ISBN10: 981165624X, ISBN13: 9789811656248, [publisher: Springer] Softcover Acceptable/Fair condition. Book is worn, but the pages are complete, and the text is legible. Has wear to binding and pages, may be ex-library. 0.29 [Tucson, AZ, U.S.A.] [Publication Year: 2021]
ISBN10: 981165624X, ISBN13: 9789811656248, [publisher: Springer] Softcover Book is in Used-VeryGood condition. Pages and cover are clean and intact. Used items may not include supplementary materials such as CDs or access codes. May show signs of minor shelf wear and contain very limited notes and highlighting. 0.29 [Hawthorne, CA, U.S.A.] [Publication Year: 2021]
ISBN10: 981165624X, ISBN13: 9789811656248, [publisher: Springer] Softcover Good condition. This is the average used book, that has all pages or leaves present, but may include writing. Book may be ex-library with stamps and stickers. 0.29 [Tucson, AZ, U.S.A.] [Publication Year: 2021]
Springer-Nature New York Inc, Date: 2021. Paperback. New. 71 pages. 9.25x6.10x0.15 inches. 2021. Springer-Nature New York Inc ISBN 981165624X 9789811656248 [GB]
ISBN10: 981165624X, ISBN13: 9789811656248, [publisher: Springer] Softcover Book is in Used-LikeNew condition. Pages and cover are clean and intact. Used items may not include supplementary materials such as CDs or access codes. May show signs of minor shelf wear. 0.29 [Hawthorne, CA, U.S.A.] [Publication Year: 2021]
ISBN10: 981165624X, ISBN13: 9789811656248, [publisher: Springer] Softcover New! This book is in the same immaculate condition as when it was published 0.29 [Tucson, AZ, U.S.A.] [Publication Year: 2021]
Paperback / softback. New. When possible, the methods discussed are evaluated on real-world social media data sets to emphasize their robustness to the noisy nature of the social media environment.On completion of the book, the reader will be well-versed with the complexity of text-mining in multilingual, low-resource environments; ISBN 981165624x 9789811656248 [GB]
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When you click on links to various merchants on this site and make a purchase, this can result in this site earning a commission at no extra cost to you. Affiliate programs and affiliations include, but are not limited to, the eBay Partner Network, Amazon and Alibris.
