Natural language processing and information retrieval / (Record no. 6775)
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000 -LEADER | |
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fixed length control field | 04508cam a22003377a 4500 |
001 - CONTROL NUMBER | |
control field | 15475352 |
005 - DATE AND TIME OF LATEST TRANSACTION | |
control field | 20180626105401.0 |
008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION | |
fixed length control field | 081003s2008 ii a b 001 0 eng d |
010 ## - LIBRARY OF CONGRESS CONTROL NUMBER | |
LC control number | 2008300442 |
020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
International Standard Book Number | 9780195692327 |
020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
International Standard Book Number | 0195692322 |
035 ## - SYSTEM CONTROL NUMBER | |
System control number | (OCoLC)ocn229023321 |
040 ## - CATALOGING SOURCE | |
Original cataloging agency | BTCTA |
Transcribing agency | BTCTA |
Modifying agency | BAKER |
-- | YDXCP |
-- | BWX |
-- | INT |
-- | DLC |
042 ## - AUTHENTICATION CODE | |
Authentication code | lccopycat |
050 00 - LIBRARY OF CONGRESS CALL NUMBER | |
Classification number | QA76.9.N38 |
Item number | S52 2008 |
082 00 - DEWEY DECIMAL CLASSIFICATION NUMBER | |
Classification number | 006.35 |
Edition number | 22 |
Item number | S.T.N 2008 |
100 1# - MAIN ENTRY--PERSONAL NAME | |
Personal name | Siddiqui, Tanveer. |
245 10 - TITLE STATEMENT | |
Title | Natural language processing and information retrieval / |
Statement of responsibility, etc | Tanveer Siddiqui, U.S. Tiwary. |
250 ## - EDITION STATEMENT | |
Edition statement | 1st ed |
260 ## - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT) | |
Place of publication, distribution, etc | New Delhi ; |
-- | New York : |
Name of publisher, distributor, etc | Oxford Univ Press, |
Date of publication, distribution, etc | c2008. |
300 ## - PHYSICAL DESCRIPTION | |
Extent | ix, 406 p. : |
Other physical details | ill. ; |
Dimensions | 25 cm. |
504 ## - BIBLIOGRAPHY, ETC. NOTE | |
Bibliography, etc | Includes bibliographical references and index. |
505 ## - FORMATTED CONTENTS NOTE | |
Formatted contents note | 1. Introduction<br/>Chapter Overview 1<br/>1.1 What is Natural Language Processing (NLP) 1<br/>1.2 Origins of NLP 2<br/>1.3 Language and Knowledge 3<br/>1.4 The Challenges of NLP 6<br/>1.5 Language and Grammar 8<br/>1.6 Processing Indian Languages 12<br/>1.7 NLP Applications 13<br/>1.8 Some Successful Early NLP Systems 15<br/>1.9 Information Retrieval 16<br/>2. Language Modelling 21<br/>Chapter Overview 21<br/>2.1 Introduction 21<br/>2.2 Various Grammar-based Language Models 22<br/>2.3 Statistical Language Model 45<br/>3. Word Level Analysis 53<br/>Chapter Overview 53<br/>3.1 Introduction 53<br/>3.2 Regular Expressions 54<br/>3.3 Finite-State Automata 59<br/>3.4 Morphological Parsing 63<br/>3.5 Spelling Error Detection and Correction 71<br/>3.6 Words and Word Classes 76<br/>3.7 Part-of-Speech Tagging 77<br/>4. Syntactic Analysis 92<br/>Chapter Overview 92<br/>4.1 Introduction 92<br/>4.2 Context-Free Grammar 93<br/>4.3 Constituency 95<br/>4.4 Parsing 104<br/>4.5 Probabilistic Parsing 119<br/>4.6 Indian Languages 125<br/>5. Semantic Analysis 132<br/>Chapter Overview 132<br/>5.1 Introduction 132<br/>5.2 Meaning Representation 134<br/>5.3 Lexical Semantics 145<br/>5.4 Ambiguity 151<br/>5.5 Word Sense Disambiguation 156<br/>6. Discourse Processing 179<br/>Chapter Overview 179<br/>6.1 Introduction 179<br/>6.2 Cohesion 181<br/>6.3 Reference Resolution 185<br/>6.4 Discourse Coherence and Structure 196<br/>7. Natural Language Generation 209<br/>Chapter Overview 209<br/>7.1 Introduction 209<br/>7.2 Architectures of NLG Systems 210<br/>7.3 Generation Tasks apd Representations 213<br/>7.4 Applications of NLI 223<br/>8. Machine Translation 228<br/>Chapter Overview 228<br/>8.1 Introduction 228<br/>8.2 Problems in Machine Translation 229<br/>8.3 Characteristics of Indian Languages 230<br/>8.4 Machine Translation Approaches 231<br/>8.5 Direct Machine Translation 232<br/>8.6 Rule-based Machine Translation 236<br/>8.7 Corpus-based Machine Translation 241<br/>8.8 Semantic or Knowledge-based MT systems 249<br/>8.9 Translation involving Indian Languages 250<br/>9. Information Retrieval-1 255<br/>Chapter Overview 255<br/>9.1 Introduction 255<br/>9.2 Design Features of Information Retrieval systems 256<br/>9.3 Information Retrieval Models 261<br/>9.4 Classical Information Retrieval Models 262<br/>9.5 Non-classical models of IR 274<br/>9.6 Alternative Models of IR 275<br/>9.7 Evaluation of the IR System 283<br/>10. Information Retrieval-2 300<br/>Chapter Overview 300<br/>10.1 Introduction 300<br/>10.2 Natural Language Processing in IR 301<br/>10.3 Relation Matching 304<br/>10.4 Knowledge-based Approaches 305<br/>10.5 Conceptual Graphs in IR 307<br/>10.6 Cross-lingual Information Retrieval 328<br/>11. Other Applications 336<br/>Chapter Overview 336<br/>11.1 Introduction 336<br/>11.2 Information Extraction 337<br/>11.3 Automatic Text Summarization 343<br/>11.4 Question-Answering System 358<br/>12. Lexical Resources 371<br/>Chapter Overview 371<br/>12.1 Introduction 371<br/>12.2 WordNet 372<br/>12.3 FrameNet 376<br/>12.4 Stemmers 378<br/>12.5 Part-of-Speech Tagger 379<br/>12.6 Research Corpora 383<br/>12.7 Journals and Conferences in the Area 385 |
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
Topical term or geographic name as entry element | Natural language processing (Computer science) |
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
Topical term or geographic name as entry element | Computational linguistics. |
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
Topical term or geographic name as entry element | Information retrieval. |
700 1# - ADDED ENTRY--PERSONAL NAME | |
Personal name | Tiwary, U. S. |
906 ## - LOCAL DATA ELEMENT F, LDF (RLIN) | |
a | 7 |
b | cbc |
c | copycat |
d | 2 |
e | ncip |
f | 20 |
g | y-gencatlg |
942 ## - ADDED ENTRY ELEMENTS (KOHA) | |
Source of classification or shelving scheme | Dewey Decimal Classification |
Item type | Books |
Withdrawn status | Lost status | Damaged status | Not for loan | Home library | Current library | Shelving location | Date acquired | Total Checkouts | Full call number | Barcode | Date last seen | Price effective from | Koha item type | Source of classification or shelving scheme | Date last borrowed |
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Centeral Library | Centeral Library | Second Floor - Computer Sciences | 16.11.2016 | 006.35 S.T.N 2008 | 111122-1 | 16.11.2016 | 16.11.2016 | Books | |||||||
Centeral Library | Centeral Library | Second Floor - Computer Sciences | 21.11.2016 | 1 | 006.35 S.T.N 2008 | 111122-2 | 04.02.2020 | 21.11.2016 | Books | Dewey Decimal Classification | 15.04.2019 |