Natural language processing
著者
書誌事項
Natural language processing
(Artificial intelligence texts)
Blackwell Scientific Publications, 1988
- : pbk.
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注記
Includes index
内容説明・目次
内容説明
A title in the Artificial Intelligence Texts series, this book is intended for students in the later years of a degree course in computer science, and will also be of use in MSc courses. It assumes a good knowledge of programming but does not assume any knowledge of artificial intelligence techniques. The book is in two parts; Part 1 develops in easy stages a natural language (NL) interface to a microcomputer graphics facility. It illustrates many aspects of NL processing but avoids philosophical arguments about the meaning of meaning. The main vehicle for analysis and exposition is the ATN and its programming language POP2/POPII, which is introduced as a flexible list processing language with Pascal-like features. Part 2 is a reference text on more general aspects of NL processing.
目次
- Contents: Introduction
- An initial problem
- Ambiguity, pronominal reference and concepts
- Reference to objects undergoing transformation
- The representation of time
- Word structure and verb endings
- The tense of verbs
- Nouns and noun phrases
- Pattern matching
- A grammar of English
- From syntax to semantics
- Case grammar
- Frame-based systems
- Scripts and plans
- Conceptual dependencies
- Conceptual dependencies and scripts
- Outstanding problems
- The meaning of meaning
- Meaning and communication
- Causation
- The representation of states
- Modelling motivation
- The representation of truth and knowledge
- Representing objects
- Representing events
- Conjunction, disjunction and negation
- Quantification
- Metaphor
- Combining representations
- Conclusion.
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