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Multi-source, Multilingual Information Extraction and Summarization (Theory and Applications of Natural Language Processing)

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ISBN 10 : 3642430902 ISBN 13 : 9783642430909

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Multi-source, Multilingual Information Extraction and Summarization (Theory and Applications of Natural Language Processing)

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Multi-source, Multilingual Information Extraction and Summarization

Thierry Poibeau

Edit� par Springer Berlin Heidelberg Sep 2014, 2014

ISBN 10 : 3642430902 ISBN 13 : 9783642430909

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Taschenbuch. Etat : Neu. This item is printed on demand - it takes 3-4 days longer - Neuware -Information extraction (IE) and text summarization (TS) are powerful technologies for finding relevant pieces of information in text and presenting them to the user in condensed form. The ongoing information explosion makes IE and TS critical for successful functioning within the information society. These technologies face particular challenges due to the inherent multi-source nature of the information explosion. The technologies must now handle not isolated texts or individual narratives, but rather large-scale repositories and streams---in general, in multiple languages---containing a multiplicity of perspectives, opinions, or commentaries on particular topics, entities or events. There is thus a need to adapt existing techniques and develop new ones to deal with these challenges. This volume contains a selection of papers that present a variety of methodologies for content identification and extraction, as well as for content fusion and regeneration. The chapters cover various aspects of the challenges, depending on the nature of the information sought---names vs. events,--- and the nature of the sources---news streams vs. image captions vs. scientific research papers, etc. This volume aims to offer a broad and representative sample of studies from this very active research field. 344 pp. Englisch. N� de r�f. du vendeur 9783642430909

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Multi-source, Multilingual Information Extraction and Summarization (Theory and Applications of Natural Language Processing)

Thierry Poibeau, Roman Yangarber, Jakub Piskorski, Horacio Saggion

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ISBN 10 : 3642430902 ISBN 13 : 9783642430909

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Multi-source, Multilingual Information Extraction and Summarization

Thierry Poibeau

Edit� par Springer Berlin Heidelberg, 2014

ISBN 10 : 3642430902 ISBN 13 : 9783642430909

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Taschenbuch. Etat : Neu. Druck auf Anfrage Neuware - Printed after ordering - Information extraction (IE) and text summarization (TS) are powerful technologies for finding relevant pieces of information in text and presenting them to the user in condensed form. The ongoing information explosion makes IE and TS critical for successful functioning within the information society. These technologies face particular challenges due to the inherent multi-source nature of the information explosion. The technologies must now handle not isolated texts or individual narratives, but rather large-scale repositories and streams---in general, in multiple languages---containing a multiplicity of perspectives, opinions, or commentaries on particular topics, entities or events. There is thus a need to adapt existing techniques and develop new ones to deal with these challenges. This volume contains a selection of papers that present a variety of methodologies for content identification and extraction, as well as for content fusion and regeneration. The chapters cover various aspects of the challenges, depending on the nature of the information sought---names vs. events,--- and the nature of the sources---news streams vs. image captions vs. scientific research papers, etc. This volume aims to offer a broad and representative sample of studies from this very active research field. N� de r�f. du vendeur 9783642430909

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