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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
$\iota$, the iota operator      338
$\underline{T}$, in semantic interpretation rules      223
$\underline{V}$, in semantic interpretation rules      223
A over A constraint, in TG      150
Abelson, Robert      393
Accessibility relation, in possible world semantics      459
Action definitions, and inference      330
Action-effect-based inference      382—384
Actions, as activities      328—332
Actions, as state change      325—327
Actions, different ways to represent      213
Actions, in ATNs      82
Actions, representing      324—332
Actions, using knowledge of      366—393
Active arcs, in bottom-up parsing      60
Actor      see "AGENT"
Add list, in action definitions      326
ADJ, a feature      93
Adjective      24 28
Adjective phrases      37
Adjective-adjective modification      294—297
Adjectives, as predicates      298
Adjectives, scoping ambiguity      294—297
Adjectives, semantic interpretation of      291
Adjoining, in TAG      153
Adverb preposing, in TG      132
AGENT, a case      199
AGENTIVE, a case of Fillmore's      206
Agr, an agreement function      90
Agreement, and ambiguity      10
Agreement, auxiliary-verb      90—92
Agreement, subject-verb      89—90
Aho, Alfred      186
Airline schedule query system, grammar for      245—250
Allen, James      393 462 464
Ambiguity      8
Ambiguity, and agreement      10
Ambiguity, and logical form      12
Ambiguity, and representation      9
Ambiguity, and shift-reduce parsers      171—176
Ambiguity, in partial descriptions      224
Ambiguity, scope in logical form      217
Anaphor      339
Anaphoric reference      335 339—354
Antecedent      339
Appelt, Douglas      512
Append, a list operation      532
Apply, a function in semantic interpretation      262
Arcs, active in bottom-up parsing      60
Arcs, in transition networks      44
Aristotle      197
ASKREF, a discourse act      456
Aspect, and tense in logical form      306—308
AT-LOC, a case      200
AT-POSS, a case      201
AT-TIME, a case      201
AT-VALUE, a case      201
ATN      see "Augmented transition network"
ATRANS, in CD      214
Attach action, in Marcus parser      178
Attention shifting, in Marcus parser      182
Attentional state, and cue phrases      401—404
Attribute grammars      117
Attributive NPs      355
Augmentation, and logic grammars      106—110
Augmented chart parsers      102—107
Augmented context-free grammars      102—107
Augmented grammars      81—116
Augmented logic grammars      106—110
Augmented Transition Networks      81—89
Augmented transition networks, as a discourse model      423
Augmented transition networks, examples      86—87 95—99
Augmented transition networks, for generation      502—504
Augmented transition networks, in LISP      88—89
Austin, John      464
AuxAgree, an agreement function      91
Auxiliary verb      30
Auxiliary-verb agreement      90—92
Backtracking      50 539
Backward chaining, a planning strategy      327
Backward-looking center      425
Ballard, Dana      309
Bates, Madeleine      116 151 363
Becker, Joseph      513
BEL, the belief operator      438
Belief spaces      435
Belief, as a modal operator      457—458
Belief, formal models of      457—462
Beliefs, and speech acts in story understanding      433—435
Beliefs, motivation for      433
Benefactive verbs      93
BENEFICIARY, a case      201
Berwick, Robert      186
Binding variables, in matching lists      535—536
Binot, Jean-Louis      279
Birnbaum, Lawrence      276 280
Bitransitive verbs      93
Bobrow, Daniel      332
Bobrow, Robert      186 240 278
Bottom-up parsing      42
Brachman, Ronald      218 331
Breadth-first search      56
Bresnan, Joan      118 152 186 279
Brown, John S.      277 364
Bruce, Bertrand      218 393 464
Buffer, in Marcus parser      178
BUILDQ, in ATNs      88
Burton, Richard      277 264
Canned text, in generation      498
Carbonell, Jaime      393
Cardinals      28
Carlson, Gregory      364
Case frames, in semantic networks      207
Case grammar      198—203
Case grammar, as defined by Fillmore      206
Case relations      198—203
Case role assignment      230—233
Case role identity hypothesis      368
Case, in case grammar      199
Case, traditional definition of      29
Cases, a summary of      203
Cases, and subcategorization      207
Cases, differing from roles      368
Cases, inner      204
Cases, primary and secondary      202
Cases, syntactic restrictions on      206
Cat arc, in RTNs      45
Causality      326
Causality/effect, a discourse relation      420
CD      see "Conceptual dependency"
CFG      see "Context-free grammar"
Chafe, Wallace      426
Charniak, Eugene      74 186 218 309 363 393
Chart      60
Chart parsing, augmented      102—107
Chart parsing, bottom-up      60—65
Chart parsing, top-down      65—72
CHAT-80      479—483 488
Chomsky hierarchy      47
Chomsky, Noam      47 74 151 152
Clark, Herbert      462
Clause form, in a logic-based representation      320
Clocksin, W.      332
Closed world assumption      479
CO-AGENT, a case      202
CO-THEME, a case      202
Cohen, Philip      462 464 512
Coherence relations      426
Coherence, in discourse      428
Colby, Kenneth      19
Collars, in LUNAR      476
Collective reading of NPs      364
Colmerauer, Alain      116
Comparative adjectives      298
Comparatives, and reference      349
Comparatives, semantic interpretation      298—300
Complement      36—37
Completeness, of a set of inference rules      524
Complex goals, and understanding      389—392
Complex-NP constraint, in TG      150
Compositionality, of semantic interpretation      230
CONC, in CD      214
Conceptual analysis      276
Conceptual Dependency      214
Conjunction, as a test for constituents      48
Conjunction, in FOPC      516
Conjunctive reading of NPs      364
Conklin, Jeffrey      512
Connectionist Models      309
Consistency, of a set of formulas      523
Constants, in FOPC      14 515
Constituents      48
Constituents, identifying      48
Constituents, represented as DAGs      113
Constraints, on movement      150
Construction flag      68
Construction flag in augmented CFG parsers      103
Context spaces, in discourse      427
Context-free grammar      41
Context-free grammar, augmented      102—107
Context-free grammar, compared with RTNs      46
Context-free grammar, top-down parsing      54
Context-sensitive grammar      47
Continuation of a discourse segment      401
CONTINUE, a type of cue phrase      403
Contrast, a discourse relation      420
Cooper, Robin      218
Corefer      335
Cottrell, Garrison      309
Count nouns      27
Counterfactuals      326
Create action, in Marcus parser      179
Cresswell, M.      462
Cue phrases      398
Cue phrases, and attentional state      401—404
Cue phrases, and discourse segmentation      400
Cullingford, Richard      393
Current node, in RTN parsing      50
Current position, in RTN parsing      50
DAGs      see "Directed acyclic graphs"
Database model of belief      438—442
Database query systems      469—489
DATIVE, a case of Fillmore's      206
Davey, A.      513
Davidson, Donald      213
DCW clauses      see "Definite closed world clauses"
De Morgan's laws, in logic      520
Declarative representations      318
Decomposition chaining, in plan inference      378—381
Deduction, in KR      317
Deductive closure, and belief models      461
Deductive inference      317
Deep structure, in TG      126
Defaults, and proof by failure      321
Defaults, in a frame-based system      324
Definite closed world clauses, in CHAT-80      480
Definite descriptions, and focus      411
Definite reference      336
Definite reference and focus      413—414
Definite reference and sets      348
DeJong, Gerald      393
Delete list, in action definitions      326
Demonstratives      27
Depth-first search      56
Derived objects, on history list      346
Descriptions, generating      494
DESTINATION, a case      see "TO-LOC"
Determining semantic content, of answers      492
Deterministic parsing      161—186
Deterministic parsing, Marcus parser      178—185
Deterministic parsing, shift-reduce parsers      166—171
Diagram      279
Direct mapping, in generation      496—499
Direct object      33
Directed acyclic graphs, to represent constituents      113
Discourse grammars      421—424
Discourse relations      419
Discourse relations, the debate about      422
Discourse segmentation      398—401
Discourse segments      399
Discourse segments, representation of      402
Discourse segments, the need for      397
Discourse structure, and speech acts      454—456
Disjunction, in FOPC      516
Distributive reading of NPs      364
Domain, in model-theoretic semantics      525
Donnellan, Keith      364
Dot notation, in FOPC      517
Dowty, David      187 279 425
Drop action, in Marcus parser      179
Dyer, Michael      393
Early, Jay      74
Edwards, Paul      197
Effects, of actions      325
Elements, of a list      531
Elimination rules, in FOPC      518
ELIZA      3 19
Ellipsis      357—362
Embedded sentences      35—36 234—236
Enablement, a discourse relation      420
Entailment, in logic      524
Equivalence, in FOPC      516
Etherington, David      331
Evaluating theories and programs      2—5
Event verbs      195
Excluded middle, in logic      520
Exclusive-or, in FOPC      516
Exemplification, a discourse relation      420
Existential node, in semantic networks      207
Existential quantification, in KR      320
Existential quantifier, in FOPC      516
Expectations, in plan inference      380
Expected future plan      387
Expected goals and plan inference      382
Expected past plan      388
EXPEL, in CD      214
EXPERLENCER, a case      201
Explanation-based understanding      see "Plan inference"
Explicit beliefs      436
Explicit discourse relations      419—424
Explicit performatives      450
Extraposition grammars      152
Extraposition, in TG      132
FACTITIVE, a case of Fillmore's      206
Failure of substitutivity      434
Fass, Daniel      279
Feature checking in ATNs      83
features      83
Feldman, Jerome      309
FIFO queue      534
Fikes, Richard      332
Fillmore, Charles      206 218
Filter, in discourse processing      401
Final meaning representation      13
Finin, Timothy      309
First, a list operation      532
First-order predicate calculus, an overview      515—527
First-order predicate calculus, as a meaning representation      13
Flickinger, Daniel      240
Focus      407
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