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Computer Science - Artificial Intelligence | Foundations of Computational Linguistics

Foundations of Computational Linguistics

Human-Computer Communication in Natural Language

Hausser, Roland

3rd ed. 2014, XXVIII, 518 p. 233 illus.

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  • Presents a unique approach to natural-language processing
  • Textbook also of value to researchers and engineers
  • Author is an established researcher in computational linguistics

The central task of a future-oriented computational linguistics is the development of cognitive machines which humans can freely talk with in their respective natural language. In the long run, this task will ensure the development of a functional theory of language, an objective method of verification, and a wide range of practical applications. Natural communication requires not only verbal processing, but also non-verbal perception and action. Therefore 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. 22–24 have been rewritten to focus more sharply on the construction of a talking robot.

Content Level » Upper undergraduate

Keywords » Cognitive foundations of semantics - Computational linguistics (CL) - Corpus analysis - Database semantics - Grammar - LA syntax - Language complexity - Language hierarchies - Left-associative grammar (LAG) - Morphemes - Natural language processing (NLP) - Parsing - Talking robots - Word form recognition

Related subjects » Artificial Intelligence - HCI - Linguistics

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