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Synopsis
Extractive and Abstractive Summarization for Indian Languages and Dialects examines natural language processing approaches for automatically generating concise summaries from textual content across diverse Indian linguistic contexts. The book focuses on two major summarization paradigms: extractive methods, which identify and select important information from existing text, and abstractive methods, which generate summaries using learned language representations. It introduces key concepts in natural language processing, text preprocessing, linguistic representation, sentence selection, text generation, and language modeling. Particular attention is given to the challenges of processing Indian languages and dialects, including linguistic diversity, morphological variation, limited resources, vocabulary differences, and language-specific characteristics. The discussion considers computational approaches for multilingual and low-resource text summarization, along with methods for evaluating the quality and effectiveness of generated summaries. By connecting extractive and abstractive techniques with Indian language processing, this book provides a technical foundation for students, researchers, computational linguists, data scientists, and professionals working in artificial intelligence, machine learning, natural language processing, multilingual computing, and language technologies.
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Extractive and Abstractive Summarization for Indian Languages and Dialects (Paperback)
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Paperback. Etat : new. Paperback. Extractive and Abstractive Summarization for Indian Languages and Dialects examines natural language processing approaches for automatically generating concise summaries from textual content across diverse Indian linguistic contexts. The book focuses on two major summarization paradigms: extractive methods, which identify and select important information from existing text, and abstractive methods, which generate summaries using learned language representations. It introduces key concepts in natural language processing, text preprocessing, linguistic representation, sentence selection, text generation, and language modeling. Particular attention is given to the challenges of processing Indian languages and dialects, including linguistic diversity, morphological variation, limited resources, vocabulary differences, and language-specific characteristics. The discussion considers computational approaches for multilingual and low-resource text summarization, along with methods for evaluating the quality and effectiveness of generated summaries. By connecting extractive and abstractive techniques with Indian language processing, this book provides a technical foundation for students, researchers, computational linguists, data scientists, and professionals working in artificial intelligence, machine learning, natural language processing, multilingual computing, and language technologies. A technical study of extractive and abstractive text summarization for Indian languages, dialects, multilingual NLP, language modeling, and computational linguistics. This item is printed on demand. Shipping may be from multiple locations in the US or from the UK, depending on stock availability. N° de réf. du vendeur 9798182719148
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Paperback. Etat : new. Paperback. Extractive and Abstractive Summarization for Indian Languages and Dialects examines natural language processing approaches for automatically generating concise summaries from textual content across diverse Indian linguistic contexts. The book focuses on two major summarization paradigms: extractive methods, which identify and select important information from existing text, and abstractive methods, which generate summaries using learned language representations. It introduces key concepts in natural language processing, text preprocessing, linguistic representation, sentence selection, text generation, and language modeling. Particular attention is given to the challenges of processing Indian languages and dialects, including linguistic diversity, morphological variation, limited resources, vocabulary differences, and language-specific characteristics. The discussion considers computational approaches for multilingual and low-resource text summarization, along with methods for evaluating the quality and effectiveness of generated summaries. By connecting extractive and abstractive techniques with Indian language processing, this book provides a technical foundation for students, researchers, computational linguists, data scientists, and professionals working in artificial intelligence, machine learning, natural language processing, multilingual computing, and language technologies. A technical study of extractive and abstractive text summarization for Indian languages, dialects, multilingual NLP, language modeling, and computational linguistics. This item is printed on demand. Shipping may be from our UK warehouse or from our Australian or US warehouses, depending on stock availability. N° de réf. du vendeur 9798182719148
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Extractive and Abstractive Summarization for Indian Languages and Dialects (Paperback)
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Paperback. Etat : new. Paperback. Extractive and Abstractive Summarization for Indian Languages and Dialects examines natural language processing approaches for automatically generating concise summaries from textual content across diverse Indian linguistic contexts. The book focuses on two major summarization paradigms: extractive methods, which identify and select important information from existing text, and abstractive methods, which generate summaries using learned language representations. It introduces key concepts in natural language processing, text preprocessing, linguistic representation, sentence selection, text generation, and language modeling. Particular attention is given to the challenges of processing Indian languages and dialects, including linguistic diversity, morphological variation, limited resources, vocabulary differences, and language-specific characteristics. The discussion considers computational approaches for multilingual and low-resource text summarization, along with methods for evaluating the quality and effectiveness of generated summaries. By connecting extractive and abstractive techniques with Indian language processing, this book provides a technical foundation for students, researchers, computational linguists, data scientists, and professionals working in artificial intelligence, machine learning, natural language processing, multilingual computing, and language technologies. A technical study of extractive and abstractive text summarization for Indian languages, dialects, multilingual NLP, language modeling, and computational linguistics. This item is printed on demand. Shipping may be from our Sydney, NSW warehouse or from our UK or US warehouse, depending on stock availability. N° de réf. du vendeur 9798182719148
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Taschenbuch. Etat : Neu. nach der Bestellung gedruckt Neuware - Printed after ordering - Extractive and Abstractive Summarization for Indian Languages and Dialects examines natural language processing approaches for automatically generating concise summaries from textual content across diverse Indian linguistic contexts. The book focuses on two major summarization paradigms: extractive methods, which identify and select important information from existing text, and abstractive methods, which generate summaries using learned language representations. It introduces key concepts in natural language processing, text preprocessing, linguistic representation, sentence selection, text generation, and language modeling. Particular attention is given to the challenges of processing Indian languages and dialects, including linguistic diversity, morphological variation, limited resources, vocabulary differences, and language-specific characteristics. The discussion considers computational approaches for multilingual and low-resource text summarization, along with methods for evaluating the quality and effectiveness of generated summaries. By connecting extractive and abstractive techniques with Indian language processing, this book provides a technical foundation for students, researchers, computational linguists, data scientists, and professionals working in artificial intelligence, machine learning, natural language processing, multilingual computing, and language technologies. N° de réf. du vendeur 9798182719148
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Taschenbuch. Etat : Neu. This item is printed on demand - Print on Demand Titel. Neuware -Extractive and Abstractive Summarization for Indian Languages and Dialects examines natural language processing approaches for automatically generating concise summaries from textual content across diverse Indian linguistic contexts. The book focuses on two major summarization paradigms: extractive methods, which identify and select important information from existing text, and abstractive methods, which generate summaries using learned language representations. It introduces key concepts in natural language processing, text preprocessing, linguistic representation, sentence selection, text generation, and language modeling. Particular attention is given to the challenges of processing Indian languages and dialects, including linguistic diversity, morphological variation, limited resources, vocabulary differences, and language-specific characteristics. The discussion considers computational approaches for multilingual and low-resource text summarization, along with methods for evaluating the quality and effectiveness of generated summaries. By connecting extractive and abstractive techniques with Indian language processing, this book provides a technical foundation for students, researchers, computational linguists, data scientists, and professionals working in artificial intelligence, machine learning, natural language processing, multilingual computing, and language technologies. 150 pp. Englisch. N° de réf. du vendeur 9798182719148
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Taschenbuch. Etat : Neu. Extractive and Abstractive Summarization for Indian Languages and Dialects | Jamal Khan | Taschenbuch | Englisch | 2026 | Beakers Bay | EAN 9798182719148 | Verantwortliche Person für die EU: Libri GmbH, Europaallee 1, 36244 Bad Hersfeld, gpsr[at]libri[dot]de | Anbieter: preigu Print on Demand. N° de réf. du vendeur 136479107
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