Natural Language Processing

Semantic Aspects

Inbunden, Engelska, 2013

Av Epaminondas Kapetanios, Doina Tatar, Christian Sacarea

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This book introduces the semantic aspects of natural language processing and its applications. Topics covered include: measuring word meaning similarity, multi-lingual querying, and parametric theory, named entity recognition, semantics, query language, the and the nature of language. The book also emphasizes the portions of mathematics needed to understand the discussed algorithms.

Produktinformation

Utgivningsdatum2013-11-14
Mått156 x 234 x 24 mm
Vikt612 g
FormatInbunden
SpråkEngelska
Antal sidor346
FörlagTaylor & Francis Inc
ISBN9781466584969

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Preface, PART I: Introduction, 1. The Nature of Language, PART II: Mathematics, 2. Relations, 3. Algebraic Structures, 4. Linear Algebra, 5. Conceptual Knowledge Processing and Formal Concept Analysis, PART III: Knowledge Representation for NLP, 6. Measuring Word Meaning Similarity, 7. Semantics and Query Languages, 8. Multi-Lingual Querying and Parametric Theory, PART IV: Knowledge Extraction and Engineering for NLP, 9. Word Sense Disambiguation, 10. Text Entailment, 11. Text Segmentation, 12. Text Summarization, 13. Named Entity Recognition, Bibliography, Index