Natural language processing and information retrieval:
Saved in:
| Main Authors: | , |
|---|---|
| Format: | Book |
| Language: | English |
| Published: |
Oxford [u.a.]
Oxford Univ Press
2008
|
| Edition: | 1. publ. |
| Subjects: | |
| Online Access: | Contributor biographical information Publisher description Inhaltsverzeichnis |
| Item Description: | Includes bibliographical references and index |
| Physical Description: | ix, 406 S. 25 cm |
| ISBN: | 9780195692327 0195692322 |
Staff View
MARC
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| 245 | 1 | 0 | |a Natural language processing and information retrieval |c Tanveer Siddiqui ; U.S. Tiwary |
| 250 | |a 1. publ. | ||
| 264 | 1 | |a Oxford [u.a.] |b Oxford Univ Press |c 2008 | |
| 300 | |a ix, 406 S. |c 25 cm | ||
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| 500 | |a Includes bibliographical references and index | ||
| 650 | 0 | |a Natural language processing (Computer science) | |
| 650 | 0 | |a Computational linguistics | |
| 650 | 0 | |a Information retrieval | |
| 650 | 4 | |a Computational linguistics | |
| 650 | 4 | |a Information retrieval | |
| 650 | 4 | |a Natural language processing (Computer science) | |
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| 700 | 1 | |a Tiwary, U. S. |e Verfasser |4 aut | |
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Record in the Search Index
| _version_ | 1804140754573983744 |
|---|---|
| adam_text | CONTENTS
1.
Introduction
1
Chapter Overview
7
1.1
What is Natural Language Processing (NLP)
7
1.2
Origins of NLP
2
1.3
Language and Knowledge
3
1.4
The Challenges of NLP
6
1.5
Language and Grammar
8
1.6
Processing Indian Languages
12
1.7
NLP
Applications
13
1.8
Some
Successfał
Early NLP Systems
75
1.9
Information Retrieval
16
2.
Language Modelling
21
Chapter Overview
2?
2.1
Introdaction
21
2.2
Various Grammar-based
Langwage
Models
22
2.3
Statistical Language Model
45
3.
Word Level Analysis
S3
Chapter Overview
53
3.1
Introduction
53
3.2
Regular Expressions
54
3.3
Finite-State
Automata
53
3.4
Morphological Parsing
63
3.5
Spelling Error Detection and Correction
7?
3.6
Words and Word Classes
76
3.7
Part-of-Speech Ta^iag
77
4.
Symtaette
Anály»
І2
Chapter Overview
92
4.1
Introduction
92
42
Context-Free Grammar
33
viii Contente
4.3
Constituency
55
4.4
Parsing
104
4.5
Probabilistic
Parsing
119
4.6
Indian
Languages
125
5.
Semantic Analysis
132
Chapter Overview
132
5.1
Introduction
132
5.2
Meaning Representation
134
5.3
Lexical Semantics
145
5.4
Ambiguity
757
5.5
Word Sense Disambiguation
156
6.
Discourse Processing
179
Chapter Overview
775
6.1
Introduction
179
6.2
Cohesion
181
6.3
Reference Resolution
185
6.4
Discourse Coherence and Structure
196
7.
Natural Language Generation
209
Chapter Overview
209
7.1
Introduction
209
7.2
Architectures of
NLG
Systems
210
7.3
Generation Tasks and Representations
213
7
Á
Applications of
NLG
223
8.
Machine Translation
228
Chapter Overview
228
8.1
Introduction
228
8.2
Problems in Machine Translation
229
Ш.В
Characteristics of Indian Languages
230
8.4
Machine Translation Approaches
231
8.5
Direct Machine Translation
232
8.6
Rale-based Machine Translation
236
8.7
Corpus-based MaeMne Translation
241
8.8
Semantic or Knowledge-based MT systems
249
8.9
Translation
ûwakîag
Indian Languages
250
9.
Informatimi
Retrieval·-!
255
Chapter Overview
255
§,1
latrodueticn
255
§»2
Design Features of
faformatíon
Retrieval systems
256
Contents
ix
9.3
Information
Retrieval Models
267
9.4
Classical Information Retrieval Models
262
9.5
Non-classical models of
IR
274
9.6
Alternative Models of
IR
275
9.7
Evaluation of the
IR
System
283
10.
Information Retrieval-2
300
Chapter Overview
300
10.1
Introduction
300
10.2
Natural Language Processing in
IR 30J
10.3
Relation Matching
304
10.4
Knowledge-based Approaches
305
10.5
Conceptual Graphs in
IR
307
10.6
Cross-lingual Information Retrieval
328
11.
Other Applications
336
Chapter Overview
336
11.1
Introduction
336
11.2
Information Extraction
337
11.3
Automatic Text Summarization
343
1L4 Question-Answering System
358
12.
Lexical Resources
371
Chapter Overview
371
ł2.ł
Introduction
371
ł2.2 WordNet
372
12.3
FrameNet
376
12.4 Stemmers 378
12.5
Part-of-Speech Tagger
379
12.6
Research Corpora
383
12.7
Journals and Conferences in the Area
385
Appendix
А: Реші ТгееЬавк
Tagset SSO
Аррешііж
B:
Porter
Stemmer 3§2
Appendix C; Conceptual Relations
(Coareis)
39β
Appendix
D:
Knowledge-Representation Formalism
398
Index
40Ί
|
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| callnumber-subject | QA - Mathematics |
| classification_rvk | ST 306 |
| ctrlnum | (OCoLC)229023321 (DE-599)GBV584806043 |
| dewey-full | 006.3/5 |
| dewey-hundreds | 000 - Computer science, information, general works |
| dewey-ones | 006 - Special computer methods |
| dewey-raw | 006.3/5 |
| dewey-search | 006.3/5 |
| dewey-sort | 16.3 15 |
| dewey-tens | 000 - Computer science, information, general works |
| discipline | Informatik |
| edition | 1. publ. |
| format | Book |
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| id | DE-604.BV035806145 |
| illustrated | Not Illustrated |
| indexdate | 2024-07-09T22:05:00Z |
| institution | BVB |
| isbn | 9780195692327 0195692322 |
| language | English |
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| physical | ix, 406 S. 25 cm |
| publishDate | 2008 |
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| publishDateSort | 2008 |
| publisher | Oxford Univ Press |
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| spelling | Siddiqui, Tanveer Verfasser aut Natural language processing and information retrieval Tanveer Siddiqui ; U.S. Tiwary 1. publ. Oxford [u.a.] Oxford Univ Press 2008 ix, 406 S. 25 cm txt rdacontent n rdamedia nc rdacarrier Includes bibliographical references and index Natural language processing (Computer science) Computational linguistics Information retrieval Natürliche Sprache (DE-588)4041354-8 gnd rswk-swf Information Retrieval (DE-588)4072803-1 gnd rswk-swf Natürliche Sprache (DE-588)4041354-8 s Information Retrieval (DE-588)4072803-1 s DE-604 Tiwary, U. S. Verfasser aut http://www.loc.gov/catdir/enhancements/fy0907/2008300442-b.html Contributor biographical information http://www.loc.gov/catdir/enhancements/fy0907/2008300442-d.html Publisher description Digitalisierung UB Bamberg application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=018665169&sequence=000002&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis |
| spellingShingle | Siddiqui, Tanveer Tiwary, U. S. Natural language processing and information retrieval Natural language processing (Computer science) Computational linguistics Information retrieval Natürliche Sprache (DE-588)4041354-8 gnd Information Retrieval (DE-588)4072803-1 gnd |
| subject_GND | (DE-588)4041354-8 (DE-588)4072803-1 |
| title | Natural language processing and information retrieval |
| title_auth | Natural language processing and information retrieval |
| title_exact_search | Natural language processing and information retrieval |
| title_full | Natural language processing and information retrieval Tanveer Siddiqui ; U.S. Tiwary |
| title_fullStr | Natural language processing and information retrieval Tanveer Siddiqui ; U.S. Tiwary |
| title_full_unstemmed | Natural language processing and information retrieval Tanveer Siddiqui ; U.S. Tiwary |
| title_short | Natural language processing and information retrieval |
| title_sort | natural language processing and information retrieval |
| topic | Natural language processing (Computer science) Computational linguistics Information retrieval Natürliche Sprache (DE-588)4041354-8 gnd Information Retrieval (DE-588)4072803-1 gnd |
| topic_facet | Natural language processing (Computer science) Computational linguistics Information retrieval Natürliche Sprache Information Retrieval |
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