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Focusing on inductive dependency parsing, the book explores a robust methodology for syntactic analysis of natural language. It integrates dependency-based syntactic representations with a data-driven approach, utilizing a deterministic parsing algorithm alongside inductive machine learning to enhance prediction of parser actions. This combination aims to improve efficiency and effectiveness in handling unrestricted text, making it a significant resource for understanding modern parsing techniques.
Buchkauf
Inductive Dependency Parsing, Joakim Nivre
- Sprache
- Erscheinungsdatum
- 2010
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- (Paperback)
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- Titel
- Inductive Dependency Parsing
- Sprache
- Englisch
- Autor*innen
- Joakim Nivre
- Verlag
- Springer Netherlands
- Erscheinungsdatum
- 2010
- Einband
- Paperback
- Seitenzahl
- 228
- ISBN13
- 9789048172184
- Kategorie
- Sozialwissenschaften, Sprachbücher & -lexika
- Beschreibung
- Focusing on inductive dependency parsing, the book explores a robust methodology for syntactic analysis of natural language. It integrates dependency-based syntactic representations with a data-driven approach, utilizing a deterministic parsing algorithm alongside inductive machine learning to enhance prediction of parser actions. This combination aims to improve efficiency and effectiveness in handling unrestricted text, making it a significant resource for understanding modern parsing techniques.