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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.
This text investigates the intersection of formal linguistic theory and computational implementation, specifically addressing how morphological and syntactic structures are modeled algorithmically. Authors Brian Roark and Richard Sproat leverage their expertise in computational linguistics to provide a technical framework for applying mathematical and algorithmic solutions to natural language data. The book argues that understanding the formal mechanisms behind parsing is critical for developing robust systems capable of handling complex grammatical phenomena.
What You Will Find
Scope Limits
Experts recognize this work as a foundational resource for students and researchers bridging the gap between theoretical linguistics and computer science. Readers frequently note the technical density of the prose, which requires a solid background in formal language theory to fully comprehend.
Page Count:
320
Publication Date:
2007-01-01
Publisher:
Oxford University Press
ISBN-10:
019153451X
ISBN-13:
9780191534515
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