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Allen J. — Natural language understanding
Allen J. — Natural language understanding



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Название: Natural language understanding

Автор: Allen J.

Аннотация:

This long-awaited revision offers a comprehensive introduction to natural language understanding with developments and research in the field today. Building on the effective framework of the first edition, the new edition gives the same balanced coverage of syntax, semantics, and discourse, and offers a uniform framework based on feature-based context-free grammars and chart parsers used for syntactic and semantic processing. Thorough treatment of issues in discourse and context-dependent interpretation is also provided.
In addition, this title offers coverage of two entirely new subject areas. First, the text features a new chapter on statistically-based methods using large corpora. Second, it includes an appendix on speech recognition and spoken language understanding. Also, the information on semantics that was covered in the first edition has been largely expanded in this edition to include an emphasis on compositional interpretation.


Язык: en

Рубрика: Филология/

Статус предметного указателя: Готов указатель с номерами страниц

ed2k: ed2k stats

Год издания: 1987

Количество страниц: 574

Добавлена в каталог: 04.12.2005

Операции: Положить на полку | Скопировать ссылку для форума | Скопировать ID
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Предметный указатель
NUMBER      29
numeric quantifiers      477
O-Apply, a function in semantic interpretation      262
OBJ + ADJ, a feature      93
OBJ + INF, a feature      94
OBJ + PP, a feature      93
OBJ + THAT, a feature      94
OBJ + TO-INF, a feature      94
OBJ + WH-COMP, a feature      95
OBJ, a feature      93
OBJ, a register      82
Object      32
Object, direct      33
Object, indirect      33
Object, of a preposition      34
OBJECTIVE, a case of Fillmore's      206
Obstacles, in plans      448
One-anaphora      351—353
Opaque operators      289 434
Operators, in FOPC      14
Ordinals      28
Organization, of systems      17—18
Parallel, a discourse relation      421
Paraphrases, and representation      15
PARRY      19
PARSIFAL      see "Marcus parser"
Parsing      8 41
Parsing preferences      161—166
Parsing preferences, in ATNs      165
Parsing preferences, in CFGs      165
Parsing, and lookahead      176—178
Parsing, as a search process      56—57
Parsing, augmented chart      102—107
Parsing, bottom-up      42 60—65
Parsing, chart      60—65
Parsing, Marcus      178—185
Parsing, mixed-mode CFG      65—72
Parsing, mixed-mode with RTN      73
Parsing, semantically driven      270—276
Parsing, shift-reduce      166—171
Parsing, top-down      42 50—59
Parsing, top-down for CFGs      54
Parsing, top-down for RTNs      50—54
Parsing, top-down using Horn clauses      54—59
Parsing, top-down with chart      65—72
Part-of hierarchy, in semantic networks      210
PART-OF, use in reference      346
Partial descriptions      223
Particles      34
Particles, and prepositions      48
Particles, differing from prepositions      34
passive      30—33
Passive, grammar for      128—129
Patel-Schneider, Peter      464
PATTERN, in FUG      508
Pelletier, Jeffrey      219 280
Pereira, Fernando      74 116 152 186 279 308 488
Perfect tenses, in logical form      306—308
Performatives      450
Perlis, Donald      463
Perlmutter, David      365
Perlocutionary acts      450
Perrault, Raymond      393 462 464 512
Person      29
Peters, Stanley      279
Phonetics      6
Phonology      6 24
Plan inference      378
Plan inference, an algorithm for      384
Plan-based filter, in discourse      416—418
Planes      277
Planning      327
Planning, and generation      493—496
Plans, and discourse structure      416—418
Plans, and story understanding      378—385
Plausibility of semantic analyses      256—260
Plural NPs, the different uses      364
Plural reference      336
Polanyi, Livia      428
Pollack, Jordan      309
Pollack, Martha      464
Pollard, Carl      153
Pop arc, in RTNs      44
POP, a type of cue phrase      403
Pop, in semantically driven parsers      273
Possessives      28
Possible world semantics      459—461
Possible world semantics, as a computational model      463
PP modifiers, and quantifier scoping      286
PP modifiers, semantic interpretation of      293
PP-NOUNS, a word class      97
Pragmatics      6
Pragmatics, syntax and semantics      7
Preconditions, of actions      325
Predicate adjectives, semantic interpretation of      298
Predicate name, in FOPC      515
Predicates, in FOPC      14
Predicates, in KR      316
Preferences      see "Parsing preferences"
Preferences, in semantic interpretation      256—260
Prefix      24
Premises, in FOPC proofs      518
Preposing, in TG      132
Prepositional phrase      34—35
Prepositional phrase, attachment      34
Prepositions, and particles      34 48
Presetting registers      99—102
Presupposition      485
Primitives      317
Primitives, in CD      214
Prior, Alfred      309
Priority stack, in parsing with preferences      258
Problem solving, and story understanding      389—392
Procedural representations      319
Procedural semantics      469—475
Progressive aspect      30
Progressive aspect, in logical form      306—308
PROLOG      54 321 479
Pronouns      29
Pronouns, and focus in discourse      408
Pronouns, and selectional restrictions      344
Proof by failure      321
Proofs, in FOPC      518
PROPEL, in CD      214
Proper noun      26
Propositional calculus      521
Propositional content      444
Propositions, in FOPC      515
Psycholinguistics, relationship with      2
PTRANS, in CD      214
Push arc, in RTNs      45
PUSH, a type of cue phrase      403
Quantification over belief      460
Quantified variables      14
Quantifier collars, in LUNAR      476
Quantifier scoping      283—288
Quantifiers      27
Quantifiers, and reference      356
Quantifiers, formal semantics      526
Quantifiers, in FOPC      14
Quantifiers, interpreting as DCW clauses      481
Quantifiers, procedural interpretation of      469—475
Question answering, and user models      485—488
Question answering, in logic-based systems      478—483
Question answering, in scripts      375—376
Question answering, systems      469—489
Queues, as data structures      533
Quillian, M.Ross      218 309
Quirk, Randolph      38
R-Apply, a function in semantic interpretation      262
Radford, Andrew      38 152
Realization rules, in generation      497
Recursive Transition Network      44
Recursive transition network, compared with CFG      46
Recursive transition network, top-down parsing      50—54
Reduce action, in shift-reduce parsers      169
Reduced relative clauses      36 138
Reference filter, in discourse processing      406—411
Reference, algorithm for      345
Reference, and generation      494
Referential, and attributive NPs      355
Referentially opaque operators      289 434
Referentially transparent operators      289
Referring phrases, summary of uses      340
Reflexives, constraints on use      341
Registers, in ATNs      82
Registers, in augmented context-free grammars      102
Registers, presetting      99—102
Regular grammar      47
Reichenbach, Hans      307 309
Reichman, Rachel      426
Reinhart, Tanya      365
Reiter, Raymond      331 364
Reiteration, a proof step in FOPC      519
Relative clause      35
Relative clause, and quantifier scoping      286
Relative clause, grammar for      136—139
Relative clause, reduced      36 138 139—141
Relative pronoun      35
Relaxation, of semantic constraints      256—260
Repetitive goals, in stories      392
Representations, of final meaning      13
Representations, properties of      9
REQUEST, a speech act      445
Requests, in conceptual analysis      276
Resolution rule      320
Response selection      447—448
Rest, a list operation      532
Return points, in RTN parsing      50
Rewrite rules      41
Rhetorical predicates      see "Discourse relations"
Rich, Elaine      74
Rieger, Charles      393
Riesbeck, Christopher      214 218 280 331
Right association, a parsing preference      162
Rigid designators      460
Ritchie, Graeme      278
Robinson, J.A.      332
Robinson, Jane      118 152 279
Role nouns, semantic interpretation of      292
Role restrictions      323
Roles, differing from cases      368
Roles, in a frame-based representation      322
Root, of a word      24
Rosenschein, Stanley      280
RTN      see "Recursive transition network"
Rule-by-rule semantic interpretation      260—269
Rule-by-rule semantic interpretation, in logic grammars      269—270
Rumelhart, David      309 428
RUS      278
Russell, Bertrand      338 364
Sacerdoti, Earl      332
Sag, Ivan      153
Sager, Naomi      38 118 278
Satisfaction, of a set of formulas      523
Scha, Remko      428
Schank, Roger      19 214 218 280 331 393
schemas      see "Scripts" "Frames"
Schiffer, Steven      462
Schubert, Lenhart      186 219 280 309
Scope ambiguity, and logical form      217
Scope of operators in FOPC      517
Scoping, of quantifiers      283—288
Scripts      369—378
Scripts, and generation      495
Search, breadth-first      56
Search, depth-first      56
Segment stack      403—404
Segment stack, an algorithm for incorporating a new sentence      403
Segment tracking, an example      411—413
Segmentation, of discourse      398—401
Selection of scripts      377—378
Selectional restrictions      197—198
Selectional restrictions, in semantic interpretation      238
Selectional restrictions, in semantic networks      238
Selectional restrictions, use in anaphoric reference      344
Selfridge, Mallory      276 280
SEM, a slot      224
Semantic closeness, using a type hierarchy      303
Semantic decomposition, in KR      316—317
Semantic grammar      250—253
Semantic grammars, and reference      364
Semantic interpretation      8
Semantic interpretation, algorithm      227—230 231
Semantic interpretation, and compositionality      230
Semantic interpretation, form of rules      223
Semantic interpretation, hierarchical organization      236—238
Semantic interpretation, interleaved      253—256
Semantic interpretation, merging      224—227
Semantic interpretation, of cases      230—233
Semantic interpretation, of embedded sentences      234—236
Semantic interpretation, of wh-questions, example      247—250
Semantic interpretation, rule-by-rule      260—269
Semantic interpretation, using selectional restrictions      238
Semantic interpretation, with preferences      256—260
Semantic networks      206—212
Semantic networks, and generation      500—504
Semantic preferences, and ellipsis      360—362
Semantic returns, in discourse      415
Semantically driven parsers      270—276
Semantics      6
Semantics, syntax and pragmatics      7
SENDR, in ATNs      99
Sentence, as a noun phrase      35
Sentence, as a relative clause      35
Sentence, embedded      35—36
Sentence, logical form of      216
Sentence, structure      30—34
Sentential operators, and quantifier scoping      289
Sentential-subject constraint, in TG      150
Sequencing, a discourse relation      421
Set-theoretic semantics for FOPC      525—527
Sethi, R.      186
SETR, in ATNs      88
Sets, as referents      348—351
Shapiro, Stuart      512 513
Shared knowledge      437—438
Shieber, Stuart      118 186 219 240 280 308
Shift action, in shift-reduce parsers      169
Shift-reduce parsers      166—171
Shift-reduce parsers, and ambiguity      171—176
SHRDLU      278
Sidner, Candy      424 464
Simmons, Robert      513
Simple past tense, in narrative      386
Simple transition networks      44
Singular reference      336
Situation setting, in discourse      420
Skolem Functions      320
Skolemization      320
Slashed categories      145—147
Slocum, Jonathan      513
Slot-filler notation, for grammatical structure      81
Slot/value notation      10
Small, Steven      309
Soames, S.      365
Sondheimer, Norman      279
SOPHIE      277 364
Sorted logic      525
Soundness, of inference rules      523
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