Computational approaches to morphology and syntax
著者
書誌事項
Computational approaches to morphology and syntax
(Oxford surveys in syntax and morphology, 4)
Oxford University Press, 2007
- : hbk
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注記
Includes bibliographical references (p. [285]-305) and indexes
内容説明・目次
内容説明
The book will appeal to scholars and advanced students of morphology, syntax, computational linguistics and natural language processing (NLP). It provides a critical and practical guide to computational techniques for handling morphological and syntactic phenomena, showing how these techniques have been used and modified in practice.
The authors discuss the nature and uses of syntactic parsers and examine the problems and opportunities of parsing algorithms for finite-state, context-free and various context-sensitive grammars. They relate approaches for describing syntax and morphology to formal mechanisms and algorithms, and present well-motivated approaches for augmenting grammars with weights or probabilities.
目次
- 1. Introduction and Preliminaries
- PART I COMPUTATIONAL APPROACHES TO MORPHOLOGY
- 2. The Formal Characterization of Morphological Operations
- 3. The Relevance of Computational Issues for Morphological Theory
- 4. A Brief History of Computational Morphology
- 5. Machine Learning of Morphology
- PART II COMPUTATIONAL APPROACHES TO SYNTAX
- 6. Finite-State Approaches to Syntax
- 7. Basic Context-Free Approaches to Syntax
- 8. Enriched Context-Free Approaches to Syntax
- 9. Context-Sensitive Approaches to Syntax
- References
- Index
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