Natural Language Processing
Language: English
Published by I K International Publishing Hou, 2011
- Softcover
- Used
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Seller Inventory # L-BBF00178-RAG-20250325-G
- Title
- Natural Language Processing
- Author
- Ela Kumar
- Publisher
- I K International Publishing Hou
- Publication year
- 2011
- Condition
- Good
- Binding
- paperback
- Language
- English
- ISBN 10
- 9380578776
- ISBN 13
- 9789380578774
The book broadly deals with:
- The basic area of natural language processing, its significance and applications, its history, role of knowledge in language processing, practical language processing systems
- Various techniques of performing the syntactic analysis; phonological analysis, morphological analysis, word level analysis and other related topics; the concept of ambiguity and techniques to resolve the ambiguities in language processing.
- Techniques used for understanding the meaning of the sentence. The grammatical formalisms that are developed to accommodate the word meaning and collective sentence meaning.
- Elementary and advanced parsing techniques. The augmented and feature grammars. The advanced grammar formalisms used for capturing meaning of the sentence.
- Use of knowledge in language processing. The knowledge representation techniques. First order predicate calculus and different inference mechanisms that are used to draw conclusions from the sentences.
- Concept of anaphora, pragmatic and discourse understanding theories.
- Various issues of Natural Language generation.
- It gives sufficient number of elaborate examples and gives much emphasis on the related computational systems related to different aspects of Natural Language Processing. The book will be very useful for the B.Tech. and M.Tech. students.
Contents:
- Introduction
- Basic English Concepts
- Syntactic Analysis
- Advanced Grammars
- Advanced Parsing Techniques
- Concepts of Semantic Analysis
- Knowledge Representation for Natural language Processing
- Discourse and Reference Analysis
- Natural Language Generation
Appendix
Bibliography
Index
"Synopsis" may belong to another edition of this title.
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