Foundations of Computational Linguistics: Human-Computer Communication in Natural Language [Hardcover]

The content of this textbook is organized as a theory of language for the construction of talking robots. The main topic is the mechanism of natural language communication in both the speaker and the hearer.

In the third edition the author has modernized the text, leaving the overview of traditional, theoretical, and computational linguistics, analytic philosophy of language, and mathematical complexity theory with their historical backgrounds intact. The format of the empirical analyses of English and German syntax and semantics has been adapted to current practice; and Chaps. 2224 have been rewritten to focus more sharply on the construction of a talking robot.

Computational Analysis of Natural Language.- Smart vs. Solid Solutions.- Cognitive Foundations of Semantics.- Language Communication.- Using Language Signs on Suitable Contexts.- Structure and Functioning of Signs.- Formal Grammar.- Language Hierarchies and Complexity.- Basic Notions of Parsing.- Left-Associative Grammar (LAG).- Hierarchy of LA Grammar.- LA and PS Hierarchies in Comparison.- Words and Morphemes.- Word Form Recognition in LA Morph.- Corpus Analysis.- Basic Concepts of Syntax.- LA Syntax for English.- LA Syntax for German.- Three Kinds of Semantics.- Truth, Meaning, and Ontology.- Absolute and Contingent Propositions.- Database Semantics.- Functional Flow of a Talking Robot.- Conclusion.- Bibliography.- Name Index.

From the book reviews:

 

This is a very abstract theoretical approach to language computation dating from Freges principles, to DeSaussures theories, and beyond. & This book is meant for a wide audience including students, fellows, researchers, professors, and so on in the history of logical principles. I heartedly recommend it to everyone. [Joseph J. Grenier, Amazon.com, July, 2014]

 

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