Natural Language Understanding

ISBN-10: 0805303340

ISBN-13: 9780805303346

Edition: 2nd 1995 (Revised)

Authors: James Allen
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Description: From a leading authority in artificial intelligence, this book delivers a synthesis of the major modern techniques and the most current research in natural language processing. The approach is unique in its coverage of semantic interpretation and discourse alongside the foundational material in syntactic processing.

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Book details

List price: $82.40
Edition: 2nd
Copyright year: 1995
Publisher: Addison Wesley
Publication date: 8/3/1994
Binding: Paperback
Pages: 654
Size: 6.50" wide x 8.90" long x 1.50" tall
Weight: 2.442
Language: English

Introduction to Natural Language Understanding
The Study of Language
Applications of Natural Language Understanding
Evaluating Language Understanding Systems
The Different Levels of Language Analysis
Representations and Understanding
The Organization of Natural Language Understanding Systems
Linguistic Background: An Outline of English Syntax
The Elements of Simple Noun Phrases
Verb Phrases and Simple Sentences
Noun Phrases Revisited
Adjective Phrases
Adverbial Phrases
Grammars and Parsing
Grammars and Sentence Structure
What Makes a Good Grammar
A Top-Down Parser
A Bottom-Up Chart Parser
Top-Down Chart Parsing
Finite State Models and Morphological Processing
Grammars and Logic Programming
Features and Augmented Grammars
Feature Systems and Augmented Grammars
Some Basic Feature Systems for English
Morphological Analysis and the Lexicon
A Simple Grammar Using Features
Parsing with Features
Augmented Transition Networks
Definite Clause Grammars
Generalized Feature Systems and Unification Grammars
Grammars for Natural Language
Auxiliary Verbs and Verb Phrases
Movement Phenomena in Language
Handling Questions in Context-Free Grammars
Noun Phrases and Relative Clauses
The Hold Mechanism in ATN
Gap Threading
Toward Efficient Parsing
Human Preferences in Parsing
Encoding Uncertainty: Shift-Reduce Parsers
A Deterministic Parser
Techniques for Efficient Encoding of Ambiguity
Partial Parsing
Ambiguity Resolution: Statistical Methods
Basic Probability Theory
Estimating Probabilities
Part-of-Speech Tagging
Obtaining Lexical Probabilities
Probabilistic Context-Free Grammars
Best-First Parsing
A Simple Context-Dependent Best-First Parser
Semantics and Logical Form
Semantics and Logical Form
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