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Computer Science - Artificial Intelligence | Foundations of Computational Linguistics - Human-Computer Communication in Natural Language

Foundations of Computational Linguistics

Human-Computer Communication in Natural Language

Hausser, Roland

2nd ed. 2001, XIV, 578 p.

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  • First theory of language designed specifically to model the mechanism of natural language communication
  • Basis for human computer communication in natural language
  • More than 700 exercises review key ideas and important problems
  • In the 2nd ed., Chapters 22-24, completely rewritten, present a declarative outline for programming the semantic and pragmatic interpretation for NL communication
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.
The content is divided into four parts: Theory of Language, Theory of Grammar, Morphology and Syntax, Semantics and Pragmatics. The book contains more than 700 exercises for reviewing key ideas and important problems.
In the Second Edition, changes are most noticeable in Chapters 22-24, which have been completely rewritten. They present a declarative outline for programming the semantic and pragmatic interpretation of natural language communication. The presentation is now simpler and more comprehensive. It is defined as a formal fragment and includes a new control structure, an analysis of spatio-temporal infer-encing, and an analysis of internal matching based on the notion of a task analysis. Examples and explanations which were contained in the old versions of Chapters 22-24 have been moved to the new Appendix. A schematic summary and a conclusion have been added as well.

Content Level » Professional/practitioner

Keywords » Parsing - Syntax - computational linguistics - corpus - linguistics - morphology - semantics

Related subjects » Artificial Intelligence - Database Management & Information Retrieval - HCI - Linguistics - Theoretical Computer Science

Table of contents 

I. Theory of Language.- 1. Computational language analysis.- 2. Technology and grammar.- 3. Cognitive foundations of semantics.- 4. Language communication.- 5. Using language signs on suitable contexts.- 6. Structure and functioning of signs.- II. Theory of Grammar.- 7. Generative grammar.- 8. Language hierarchies and complexity.- 9. Basic notions of parsing.- 10. Left-associative grammar (LAG).- 11. Hierarchy of LA-grammar.- 12. LA- and PS-hierarchies in comparison.- III. Morphology and Syntax.- 13. Words and morphemes.- 14. Word form recognition in LA-Morph.- 15. Corpus analysis.- 16. Basic concepts of syntax.- 17. LA-syntax for English.- 18. LA-syntax for German.- IV. Semantics and Pragmatics.- 19. Three system types of semantics.- 20. Truth, meaning, and ontology.- 21. Absolute and contingent propositions.- 22. Database semantics.- 23. Structure and functions of a Slim machine.- 24. A formal fragment of natural language.- Schematic summary.- Conclusion.- A. Another example of a word bank.- A.1 Embedding and extracting information.- A.2 Translating the content of a knowledge base into propositions.- A.3 An equivalent graphical representation.- A.4 Word bank representation.- A.5 Embedding and extracting propositional content.- B.1 The sample sentence.- B.3 Pre-verbal application of DET+N.- B.4 Application of NOM+FV.- B.5 Application of FV+MAIN.- B.6 Reapplication of FV+MAIN.- B.7 Post-verbal application of DET+N.- B.8 Transition to the subordinate clause based on ADD-ADP.- B.9 Beginning of the subordinate clause based on START-SUBCL.- B.10 Reapplication of NOM+FV.- B.11 Completing the subordinate clause with FV+MAIN.- B.12 Result of the derivation.- C. Subordinating navigation in the speaker mode.- C.1 Different navigation types.- C.2 Embedding constructions.- C.3 Realization of clauses with the verb in final position.- C.4 Lexical realization of conjunctions.- C.5 Multiple center embeddings.- Name Index.

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