This book teaches the principles of natural language processing and covers linguistics issues. It also details the language-processing functions involved, including part-of-speech tagging using rules and stochastic techniques. A 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 book is suitable for researchers and students of natural language processing and computational linguistics.
Pierre Nugues' research is focused on natural language processing for advanced user interfaces and spoken dialogue. This includes the design and the implementation of conversational agents within a multimodal framework and text visualization. He led the team that designed a navigation agent - Ulysse - that enables a user to navigate in a virtual reality environment using language, and the team that designed the CarSim system that generates animated 3D scenes from written texts. Pierre Nugues has taught natural-language processing and computational linguistics at the following institutions: ISMRA, Caen, France; University of Nottigham, UK; Staffordshire University, UK; FH Konstanz, Germany; Lund University, Sweden; and Ghent University, Belgium.
Show moreThis book teaches the principles of natural language processing and covers linguistics issues. It also details the language-processing functions involved, including part-of-speech tagging using rules and stochastic techniques. A 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 book is suitable for researchers and students of natural language processing and computational linguistics.
Pierre Nugues' research is focused on natural language processing for advanced user interfaces and spoken dialogue. This includes the design and the implementation of conversational agents within a multimodal framework and text visualization. He led the team that designed a navigation agent - Ulysse - that enables a user to navigate in a virtual reality environment using language, and the team that designed the CarSim system that generates animated 3D scenes from written texts. Pierre Nugues has taught natural-language processing and computational linguistics at the following institutions: ISMRA, Caen, France; University of Nottigham, UK; Staffordshire University, UK; FH Konstanz, Germany; Lund University, Sweden; and Ghent University, Belgium.
Show moreAn 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.- An Introduction to Prolog.
Pierre Nugues' research is focused on natural language processing for advanced user interfaces and spoken dialogue. This includes the design and the implementation of conversational agents within a multimodal framework and text visualization. He led the team that designed a navigation agent - Ulysse - that enables a user to navigate in a virtual reality environment using language, and the team that designed the CarSim system that generates animated 3D scenes from written texts. Pierre Nugues has taught natural-language processing and computational linguistics at the following institutions: ISMRA, Caen, France; University of Nottigham, UK; Staffordshire University, UK; FH Konstanz, Germany; Lund University, Sweden; and Ghent University, Belgium.
From the reviews: "This book presents a concise introduction to natural language processing both theoretical and practical in nature with emphasis on English, French and German language structure. … The text is suitable for researchers and students of natural language processing and computational linguistics … . In fact, there is an elaborate internet site … dedicated to this book … ." (Rainer Horsch, Zentrablatt MATH, Vol. 1096 (22), 2006) "This comprehensive NLP textbook is strongly algorithm-oriented and designed for talented computer programmers who might or might not be linguists. … Nugue’s book is also useful to working professionals as a handbook of techniques and algorithms. … this is an unusually useful and well-written book, and I plan to recommend it to my students as well as using it myself as a handbook." (Michael A. Covington, Computational Lingustics, Vol. 33 (4), 2007)
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