An Introduction to Language Processing with Perl and Prolog
By Pierre Nugues
Published by Springer
Overview:
This book teaches the principles of natural language processing,
first covering linguistics issues such as encoding, entropy, and
annotation schemes; defining words, tokens and parts of speech; and
morphology. It then details the language-processing functions
involved, including part-of-speech tagging using rules and stochastic
techniques; using Prolog to write phase-structure grammars; parsing
techniques and syntactic formalisms; semantics, predicate logic and
lexical semantics; and analysis of discourse, and applications in
dialog systems. The key feature of the book is the author's hands-on
approach throughout, with extensive exercises, sample code in Prolog
and Perl, and a detailed introduction to Prolog. The reader is
supported with a companion website that contains teaching slides,
programs, and additional material.
Contents:
An Overview of Language Processing
Corpus Processing Tools
Encoding, Entropy, and Annotation Schemes
Counting Words
Words, Parts of Speech, and Morphology
Part-of-Speech Tagging Using Rules
Part-of-Speech Tagging Using Stochastic Techniques
Phrase-Structure Grammars in Prolog
Partial Parsing
Syntactic Formalisms
Parsing Techniques
Semantics and Predicate Logic
Lexical Semantics
Discourse
Dialogue
Appendix: An Introduction to Prolog
Index
References
Here is the link to download:
Table of contents
http://www.cs.lth.se/~pierre/ilppp/chapters/toc.pdf
Chapter 1: An Overview of Language Processing
http://www.springer.com/cda/content...40250319-c1.pdf?SGWID=0-0-45-175078-p72042353
Chapter 2: Corpus Processing Tools
http://www.cs.lth.se/~pierre/ilppp/chapters/ch02.pdf
An Overview of Speech Synthesis and Recognition
http://www.cs.lth.se/~pierre/ilppp/chapters/speech.pdf
Index
http://www.cs.lth.se/~pierre/ilppp/chapters/inx.pdf
Appendix A: An Introduction to Prolog
http://www.cs.lth.se/~pierre/ilppp/chapters/appA.pdf
AND MANY MORE at: http://www.cs.lth.se/home/Pierre_Nugues/ilppp/slides.shtml
By Pierre Nugues
Published by Springer
Overview:
This book teaches the principles of natural language processing,
first covering linguistics issues such as encoding, entropy, and
annotation schemes; defining words, tokens and parts of speech; and
morphology. It then details the language-processing functions
involved, including part-of-speech tagging using rules and stochastic
techniques; using Prolog to write phase-structure grammars; parsing
techniques and syntactic formalisms; semantics, predicate logic and
lexical semantics; and analysis of discourse, and applications in
dialog systems. The key feature of the book is the author's hands-on
approach throughout, with extensive exercises, sample code in Prolog
and Perl, and a detailed introduction to Prolog. The reader is
supported with a companion website that contains teaching slides,
programs, and additional material.
Contents:
An Overview of Language Processing
Corpus Processing Tools
Encoding, Entropy, and Annotation Schemes
Counting Words
Words, Parts of Speech, and Morphology
Part-of-Speech Tagging Using Rules
Part-of-Speech Tagging Using Stochastic Techniques
Phrase-Structure Grammars in Prolog
Partial Parsing
Syntactic Formalisms
Parsing Techniques
Semantics and Predicate Logic
Lexical Semantics
Discourse
Dialogue
Appendix: An Introduction to Prolog
Index
References
Here is the link to download:
Table of contents
http://www.cs.lth.se/~pierre/ilppp/chapters/toc.pdf
Chapter 1: An Overview of Language Processing
http://www.springer.com/cda/content...40250319-c1.pdf?SGWID=0-0-45-175078-p72042353
Chapter 2: Corpus Processing Tools
http://www.cs.lth.se/~pierre/ilppp/chapters/ch02.pdf
An Overview of Speech Synthesis and Recognition
http://www.cs.lth.se/~pierre/ilppp/chapters/speech.pdf
Index
http://www.cs.lth.se/~pierre/ilppp/chapters/inx.pdf
Appendix A: An Introduction to Prolog
http://www.cs.lth.se/~pierre/ilppp/chapters/appA.pdf
AND MANY MORE at: http://www.cs.lth.se/home/Pierre_Nugues/ilppp/slides.shtml