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Text Analysis Pipelines: Towards Ad-hoc Large-Scale Text Mining (Lecture Notes in Computer Science)

Henning Wachsmuth




[PDF.kg90] Text Analysis Pipelines: Towards Ad-hoc Large-Scale Text Mining (Lecture Notes in Computer Science)

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 | #7743719 in Books |  2016-01-11 |  2016-01-11 | Original language:English | PDF # 1 |  9.25 x.73 x6.10l,.0 | File type: PDF | 302 pages

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This monograph proposes a comprehensive and fully automatic approach to designing text analysis pipelines for arbitrary information needs that are optimal in terms of run-time efficiency and that robustly mine relevant information from text of any kind. Based on state-of-the-art techniques from machine learning and other areas of artificial intelligence, novel pipeline construction and execution algorithms are developed and implemented in prototypical software. Formal...

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