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

Front Cover
Springer Science & Business Media, Mar 9, 2013 - Computers - 578 pages
As an interdisciplinary field, computational linguistics has its sources in several areas of science, each with its own goals, methods, and historical background. Thereby, it has remained unclear which components fit together and which do not. This suggests three possible approaches to designing a computational linguistics textbook. The first approach proceeds from one's own school of thought, usually determined of study, rather than by a well-informed, delib by chance, such as one's initial place erate choice. The goal is to extend the inherited theoretical framework or method to as many aspects of language analysis as possible. As a consequence, the issue of com pat ibility with other approaches in the field need not be addressed and one's assumptions are questioned at best in connection with 'puzzling problems. ' The second approach takes the viewpoint of an objective observer and aims to survey the field as completely as possible. However, the large number of different schools, methods, and tasks necessitates a subjective selection. Furthermore, the pre sumed neutrality provides no incentive to investigate the compatibility between the elements selected. The third approach aims at solving a comprehensive functional task, with the differ To arrive at the desired solution, suitability ent approaches being ordered relative to it. and compatibility of the different elements adopted must be investigated with regard to the task at hand.
 

Contents

Computational language analysis 13
12
Technology and grammar
33
Cognitive foundations of semantics
51
Language communication
69
Using language signs on suitable contexts
89
Structure and functioning of signs
103
Generative grammar
125
Language hierarchies and complexity
141
Appendix
513
A Another example of a word bank
515
Translating the content of a knowledge base into propositions
516
Word bank representation
517
Embedding and extracting propositional content
518
B Interpretation of a complex sentence LAE4 521
520
Preverbal application of DET+N
523
Application of NOM+FV
524

Leftassociative grammar LAG
183
Hierarchy of LAgrammar
203
LA and PShierarchies in comparison
223
Words and morphemes 241
240
Word form recognition in LAMorph
259
Corpus analysis
281
Basic concepts of syntax
301
LAsyntax for English
321
LAsyntax for German
343
Three system types of semantics 371
370
Truth meaning and ontology
389
Absolute and contingent propositions
409
Database semantics
429
Structure and functions of a SLIM machine
455
A formal fragment of natural language
477
Schematic summary
507
Conclusion
511
Application of FV+MAIN
525
Postverbal application of DET+N
526
Transition to the subordinate clause based on ADDADP
527
Beginning of the subordinate clause based on STARTSUBCL
528
Reapplication of NOM+FV
529
Completing the subordinate clause with FV+MAIN
530
Result of the derivation
531
Subordinating navigation in the speaker mode
533
Embedding constructions
534
Realization of clauses with the verb in final position
535
Lexical realization of conjunctions
536
Multiple center embeddings
537
Bibliography
539
141
559
Subject Index
563
157
565
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