Foundations of computational linguistics: human-computer communication in natural language
Saved in:
| Main Author: | |
|---|---|
| Format: | Book |
| Language: | English |
| Published: |
Berlin ; Heidelberg [u.a.]
Springer
2014
|
| Edition: | 3. ed. |
| Subjects: | |
| Online Access: | Inhaltstext Inhaltsverzeichnis Klappentext |
| Physical Description: | XXVIII, 518 S. graph. Darst. |
| ISBN: | 9783642414305 9783642414312 |
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Record in the Search Index
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CONTENTS
PART I. THEORY OF LANGUAGE
1. COMPUTATIONAL ANALYSIS OF NATURAL LANGUAGE 3
1.1 HUMAN-COMPUTER COMMUNICATION 4
1.2 LANGUAGE SCIENCES AND THEIR COMPONENTS 7
1.3 METHODS AND APPLICATIONS OF COMPUTATIONAL LINGUISTICS 12
1.4 ELECTRONIC MEDIUM IN RECOGNITION AND SYNTHESIS 13
1.5 SECOND GUTENBERG REVOLUTION 16
EXERCISES 22
2. SMART VS. SOLID SOLUTIONS 25
2.1 INDEXING AND RETRIEVAL IN TEXTUAL DATABASES 25
2.2 USING GRAMMATICAL KNOWLEDGE " 29
2.3 SMART VS. SOLID SOLUTIONS IN COMPUTATIONAL LINGUISTICS 31
2.4 BEGINNINGS OF MACHINE TRANSLATION 33
2.5 MACHINE TRANSLATION TODAY 37
EXERCISES 42
3. COGNITIVE FOUNDATIONS OF SEMANTICS 45
3.1 PROTOTYPE OF COMMUNICATION 45
3.2 FROM PERCEPTION TO RECOGNITION 47
3.3 ICONICITY OF FORMAL CONCEPTS 50
3.4 CONTEXT PROPOSITIONS 56
3.5 RECOGNITION AND ACTION 59
EXERCISES 62
4. LANGUAGE COMMUNICATION 65
4.1 ADDING LANGUAGE 65
4.2 MODELING REFERENCE 68
4.3 USING LITERAL MEANING 71
4.4 FREGE'S PRINCIPLE 73
4.5 SURFACE COMPOSITIONALITY 76
EXERCISES 84
XI
HTTP://D-NB.INFO/1042340412
XII CONTENTS
5. USING LANGUAGE SIGNS ON SUITABLE CONTEXTS 87
5.1 BIIHLER'S ORGANON MODEL 87
5.2 PRAGMATICS OF TOOLS AND PRAGMATICS OF WORDS 89
5.3 FINDING THE CORRECT SUBCONTEXT 91
5.4 LANGUAGE PRODUCTION AND INTERPRETATION 94
5.5 THOUGHT AS THE MOTOR OF SPONTANEOUS PRODUCTION 97
EXERCISES 99
6. STRUCTURE AND FUNCTIONING OF SIGNS 103
6.1 REFERENCE MECHANISMS OF DIFFERENT SIGN KINDS 103
6.2 INTERNAL STRUCTURE OF SYMBOLS AND INDEXICALS 107
6.3 REPEATING REFERENCE 110
6.4 EXCEPTIONAL PROPERTIES OF ICON AND NAME 114
6.5 PICTURES, PICTOGRAMS, AND LETTERS 118
EXERCISES 121
PART II. THEORY OF GRAMMAR
7. FORMAL GRAMMAR 127
7.1 LANGUAGE AS A SUBSET OF THE FREE MONOID 127
7.2 METHODOLOGICAL REASONS FOR FORMAL GRAMMAR 132
7.3 ADEQUACY OF FORMAL GRAMMARS 133
7.4 FORMALISM OF C GRAMMAR 134
7.5 C GRAMMAR FOR NATURAL LANGUAGE 138
EXERCISES 141
8. LANGUAGE HIERARCHIES AND COMPLEXITY 143
8.1 FORMALISM OF PS GRAMMAR 144
8.2 LANGUAGE CLASSES AND COMPUTATIONAL COMPLEXITY, 146
8.3 GENERATIVE CAPACITY AND FORMAL LANGUAGE CLASSES 149
8.4 PS GRAMMAR FOR NATURAL LANGUAGE 154
8.5 CONSTITUENT STRUCTURE PARADOX 159
EXERCISES 163
9. BASIC NOTIONS OF PARSING 167
9.1 DECLARATIVE AND PROCEDURAL ASPECTS OF PARSING 167
9.2 FITTING GRAMMAR ONTO LANGUAGE 169
9.3 TYPE TRANSPARENCY BETWEEN GRAMMAR AND PARSER 174
9.4 INPUT-OUTPUT EQUIVALENCE WITH THE SPEAKER-HEARER 180
9.5 DESIDERATA OF GRAMMAR FOR ACHIEVING CONVERGENCE 183
EXERCISES 185
10. LEFT-ASSOCIATIVE GRAMMAR (LAG) 189
10.1 RULE KINDS AND DERIVATION ORDER 189
10.2 FORMALISM OF LA GRAMMAR 193
CONTENTS XIII
10.3 TIME-LINEAR ANALYSIS 196
10.4 ABSOLUTE TYPE TRANSPARENCY OF LA GRAMMAR 198
10.5 LA GRAMMAR FOR NATURAL LANGUAGE 201
EXERCISES 207
11. HIERARCHY OF LA GRAMMAR 209
11.1 GENERATIVE CAPACITY OF UNRESTRICTED LAG 209
11.2 LA HIERARCHY OF A, B, AND C LAGS 212
11.3 AMBIGUITY IN LA GRAMMAR 215
11.4 COMPLEXITY OF GRAMMARS AND AUTOMATA 218
11.5 SUBHIERARCHY OF CI, C2, AND C3 LAGS 221
EXERCISES 227
12. LA AND PS HIERARCHIES IN COMPARISON 231
12.1 LANGUAGE CLASSES OF LA AND PS GRAMMAR 231
12.2 SUBSET RELATIONS IN THE TWO HIERARCHIES 233
12.3 NONEQUIVALENCE OF THE LA AND PS HIERARCHY 235
12.4 COMPARING THE LOWER LA AND PS CLASSES 237
12.5 LINEAR COMPLEXITY OF NATURAL LANGUAGE 239
EXERCISES 245
PART III. MORPHOLOGY AND SYNTAX
13. WORDS AND MORPHEMES 249
13.1 WORDS AND WORD FORMS 249
13.2 SEGMENTATION AND CONCATENATION 254
13.3 MORPHEMES AND ALLOMORPHS 257
13.4 CATEGORIZATION AND LEMMATIZATION 258
13.5 METHODS OF AUTOMATIC WORD FORM RECOGNITION 262
EXERCISES 266
14. WORD FORM RECOGNITION IN LA MORPH 269
14.1 ALIO RULES 269
14.2 PHENOMENA OF ALLOMORPHY 273
14.3 LEFT-ASSOCIATIVE SEGMENTATION INTO ALLOMORPHS 279
14.4 COMBI RULES 282
14.5 CONCATENATION PATTERNS 285
EXERCISES 289
15. CORPUS ANALYSIS 291
15.1 IMPLEMENTATION AND APPLICATION OF GRAMMAR SYSTEMS 291
15.2 SUBTHEORETICAL VARIANTS 295
15.3 BUILDING CORPORA 297
15.4 DISTRIBUTION OF WORD FORMS 300
XIV CONTENTS
15.5 STATISTICAL TAGGING 304
EXERCISES 308
16. BASIC CONCEPTS OF SYNTAX 311
16.1 DELIMITATION OF MORPHOLOGY AND SYNTAX 311
16.2 VALENCY 314
16.3 AGREEMENT 316
16.4 FREE WORD ORDER IN GERMAN (LA DL) 319
16.5 FIXED WORD ORDER IN ENGLISH (LA EL) 324
EXERCISES 326
17. LA SYNTAX FOR ENGLISH 329
17.1 COMPLEX FILLERS IN PRE-AND POSTVERBAL POSITION 329
17.2 ENGLISH FIELD OF REFERENTS 334
17.3 COMPLEX VERB FORMS 336
17.4 FINITE STATE BACKBONE OF LA SYNTAX (LA E2) 339
17.5 YES/NO-INTERROGATIVES (LA E3) AND GRAMMATICAL PERPLEXITY 343
EXERCISES 348
18. LA SYNTAX FOR GERMAN 351
18.1 STANDARD PROCEDURE OF SYNTACTIC ANALYSIS 351
18.2 GERMAN FIELD OF REFERENTS (LA D2) 354
18.3 VERBAL POSITIONS IN ENGLISH AND GERMAN 359
18.4 COMPLEX VERBS AND ELEMENTARY ADVERBS (LA D3) 362
18.5 INTERROGATIVES AND SUBORDINATE CLAUSES (LA D4) 368
EXERCISES 374
PART IV. SEMANTICS AND PRAGMATICS
19. THREE KINDS OF SEMANTICS 379
19.1 BASIC STRUCTURE OF SEMANTIC INTERPRETATION 379
19.2 LOGICAL, PROGRAMMING, AND NATURAL LANGUAGES 381
19.3 FUNCTIONING OF LOGICAL SEMANTICS 383
19.4 METALANGUAGE-BASED OR PROCEDURAL SEMANTICS? 388
19.5 TARSKI'S PROBLEM FOR NATURAL LANGUAGE SEMANTICS 391
EXERCISES 395
20. TRUTH, MEANING, AND ONTOLOGY 397
20.1 ANALYSIS OF MEANING IN LOGICAL SEMANTICS 397
20.2 INTENSION AND EXTENSION 400
20.3 PROPOSITIONAL ATTITUDES 403
20.4 FOUR BASIC ONTOLOGIES 407
20.5 SORITES PARADOX AND THE TREATMENT OF VAGUENESS 410
EXERCISES 415
CONTENTS XV
21. ABSOLUTE AND CONTINGENT PROPOSITIONS 417
21.1 ABSOLUTE AND CONTINGENT TRUTH 417
21.2 EPIMENIDES IN A [+SENSE,+CONSTRUCTIVE] SYSTEM 421
21.3 FREGE'S PRINCIPLE AS HOMOMORPHISM 424
21.4 TIME-LINEAR SYNTAX WITH HOMOMORPHIC SEMANTICS 428
21.5 COMPLEXITY OF NATURAL LANGUAGE SEMANTICS 431
EXERCISES 434
22. DATABASE SEMANTICS 437
22.1 DATABASE METAPHOR OF NATURAL COMMUNICATION 437
22.2 DESCRIPTIVE APORIA AND EMBARRASSMENT OF RICHES 440
22.3 COMBINING CATEGORIAL OPERATION AND SEMANTIC INTERPRETATION . 444
22.4 REFERENCE AS PATTERN MATCHING 447
22.5 REPERCUSSION OF THE SEMANTIC INTERPRETATION ON THE DBS SYNTAX . .
449
EXERCISES 452
23. SEMANTIC RELATIONS OF STRUCTURE 455
23.1 CODING CONTENT AT THE ELEMENTARY, PHRASAL, AND CLAUSAL LEVELS . . .
455
23.2 STORING CONTENT IN A WORD BANK 457
23.3 REPRESENTING THE SEMANTIC RELATIONS OF STRUCTURE GRAPHICALLY . . .
461
23.4 PARAPHRASE AND THE UNIVERSALIST/RELATIVIST DICHOTOMY 464
23.5 THE TEN
SLIM
STATES OF COGNITION 467
EXERCISES 473
24. CONCLUSION 475
24.1 HEAR MODE 475
24.2 SPEAK MODE 476
24.3 QUESTIONS AND ANSWERS 479
24.4 AUTONOMOUS CONTROL 483
24.5 COHERENCE 486
EXERCISES 488
BIBLIOGRAPHY 491
NAME INDEX 503
SUBJECT INDEX 507
Roland Hausser
Foundations of Computational Linguistics
Human-Computer Communication in Natural Language, Third Edition
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 applica¬
tions. 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 tradi¬
tional, 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. |
| any_adam_object | 1 |
| author | Hausser, Roland 1946- |
| author_GND | (DE-588)121058069 |
| author_facet | Hausser, Roland 1946- |
| author_role | aut |
| author_sort | Hausser, Roland 1946- |
| author_variant | r h rh |
| building | Verbundindex |
| bvnumber | BV041739421 |
| classification_rvk | ST 306 |
| classification_tum | DAT 610f DAT 709f |
| ctrlnum | (OCoLC)864597640 (DE-599)DNB1042340412 |
| dewey-full | 410.285 |
| dewey-hundreds | 400 - Language |
| dewey-ones | 410 - Linguistics |
| dewey-raw | 410.285 |
| dewey-search | 410.285 |
| dewey-sort | 3410.285 |
| dewey-tens | 410 - Linguistics |
| discipline | Sprachwissenschaft Informatik |
| edition | 3. ed. |
| format | Book |
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| institution | BVB |
| isbn | 9783642414305 9783642414312 |
| language | English |
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| publishDate | 2014 |
| publishDateSearch | 2014 |
| publishDateSort | 2014 |
| publisher | Springer |
| record_format | marc |
| spelling | Hausser, Roland 1946- Verfasser (DE-588)121058069 aut Foundations of computational linguistics human-computer communication in natural language Roland Hausser 3. ed. Berlin ; Heidelberg [u.a.] Springer 2014 XXVIII, 518 S. graph. Darst. txt rdacontent n rdamedia nc rdacarrier Künstliche Intelligenz (DE-588)4033447-8 gnd rswk-swf Natürliche Sprache (DE-588)4041354-8 gnd rswk-swf Computerlinguistik (DE-588)4035843-4 gnd rswk-swf Mensch-Maschine-Kommunikation (DE-588)4125909-9 gnd rswk-swf 1\p (DE-588)4123623-3 Lehrbuch gnd-content Mensch-Maschine-Kommunikation (DE-588)4125909-9 s Natürliche Sprache (DE-588)4041354-8 s Computerlinguistik (DE-588)4035843-4 s 2\p DE-604 Künstliche Intelligenz (DE-588)4033447-8 s 3\p DE-604 Erscheint auch als Online-Ausgabe Hausser, Roland Foundations of Computational Linguistics X:MVB text/html http://deposit.dnb.de/cgi-bin/dokserv?id=4462808&prov=M&dok%5Fvar=1&dok%5Fext=htm Inhaltstext DNB Datenaustausch application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=027186045&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis Digitalisierung UB Passau - ADAM Catalogue Enrichment application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=027186045&sequence=000004&line_number=0002&func_code=DB_RECORDS&service_type=MEDIA Klappentext 1\p cgwrk 20201028 DE-101 https://d-nb.info/provenance/plan#cgwrk 2\p cgwrk 20201028 DE-101 https://d-nb.info/provenance/plan#cgwrk 3\p cgwrk 20201028 DE-101 https://d-nb.info/provenance/plan#cgwrk |
| spellingShingle | Hausser, Roland 1946- Foundations of computational linguistics human-computer communication in natural language Künstliche Intelligenz (DE-588)4033447-8 gnd Natürliche Sprache (DE-588)4041354-8 gnd Computerlinguistik (DE-588)4035843-4 gnd Mensch-Maschine-Kommunikation (DE-588)4125909-9 gnd |
| subject_GND | (DE-588)4033447-8 (DE-588)4041354-8 (DE-588)4035843-4 (DE-588)4125909-9 (DE-588)4123623-3 |
| title | Foundations of computational linguistics human-computer communication in natural language |
| title_auth | Foundations of computational linguistics human-computer communication in natural language |
| title_exact_search | Foundations of computational linguistics human-computer communication in natural language |
| title_full | Foundations of computational linguistics human-computer communication in natural language Roland Hausser |
| title_fullStr | Foundations of computational linguistics human-computer communication in natural language Roland Hausser |
| title_full_unstemmed | Foundations of computational linguistics human-computer communication in natural language Roland Hausser |
| title_short | Foundations of computational linguistics |
| title_sort | foundations of computational linguistics human computer communication in natural language |
| title_sub | human-computer communication in natural language |
| topic | Künstliche Intelligenz (DE-588)4033447-8 gnd Natürliche Sprache (DE-588)4041354-8 gnd Computerlinguistik (DE-588)4035843-4 gnd Mensch-Maschine-Kommunikation (DE-588)4125909-9 gnd |
| topic_facet | Künstliche Intelligenz Natürliche Sprache Computerlinguistik Mensch-Maschine-Kommunikation Lehrbuch |
| url | http://deposit.dnb.de/cgi-bin/dokserv?id=4462808&prov=M&dok%5Fvar=1&dok%5Fext=htm http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=027186045&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=027186045&sequence=000004&line_number=0002&func_code=DB_RECORDS&service_type=MEDIA |
| work_keys_str_mv | AT hausserroland foundationsofcomputationallinguisticshumancomputercommunicationinnaturallanguage |