Natural language processing of semitic languages:
Gespeichert in:
Format: | Elektronisch E-Book |
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Sprache: | English |
Veröffentlicht: |
Berlin [u.a.]
Springer
2014
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Schriftenreihe: | Theory and Applications of Natural Language Processing
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Schlagworte: | |
Online-Zugang: | BTU01 UBG01 UBR01 UBW01 UPA01 Volltext Inhaltsverzeichnis Abstract |
Beschreibung: | 1 Online-Ressource (459 S.) |
ISBN: | 9783642453588 |
DOI: | 10.1007/978-3-642-45358-8 |
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Datensatz im Suchindex
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adam_text | NATURAL LANGUAGE PROCESSING OF SEMITIC LANGUAGES
/
: 2014
TABLE OF CONTENTS / INHALTSVERZEICHNIS
PART I NATURAL LANGUAGE PROCESSING CORE-TECHNOLOGIES
1.LINGUISTIC INTRODUCTION: THE ORTHOGRAPHY, MORPHOLOGY AND SYNTAX OF
SEMITIC LANGUAGES. R.FABRI, M.GASSER, N. HABASH, G. KIRAZ AND S.WINTNER
2.MORPHOLOGICAL PROCESSING OF SEMITIC LANGUAGES. S.WINTNER
3.SYNTAX AND PARSING OF SEMITIC LANGUAGES. R. TSARFATY
4.SEMANTIC PROCESSING OF SEMITIC LANGUAGES. M. DIAB AND Y.MARTON
5.LANGUAGE MODELING. I. HEINTZ
PART II NATURAL LANGUAGE PROCESSING APPLICATIONS
6.STATISTICAL MACHINE TRANSLATION. H. HASSAN AND K.DARWISH
7.NAMED ENTITY RECOGNITION. B.MOHIT
8.ANAPHORA RESOLUTION. K.M. SEDDIK AND A. FARGHALY
9.RELATION EXTRACTION. V. CASTELLI AND I. ZITOUNI
10.INFORMATION RETRIEVAL. K. DARWISH
11.QUESTION ANSWERING. Y. BENAJIBA, P. ROSSO, L. ABOUENOUR, O. TRIGUI,
K.BOUZOUBAA AND L.H. BELGUITH
12.AUTOMATIC SUMMARIZATION
L.H. BELGUITH, M. ELLOUZE, M.H. MAALOUL, M. JAOUA, F. KALLEL JAOUA AND
P. BLACHE
13.AUTOMATIC SPEECH RECOGNITION. H. SOLTAU, G. SAON, L. MANGU, H-K.KUO,
B.KINGSBURY, S. CHU AND F. BIADSY
DIESES SCHRIFTSTUECK WURDE MASCHINELL ERZEUGT.
NATURAL LANGUAGE PROCESSING OF SEMITIC LANGUAGES
/
: 2014
ABSTRACT / INHALTSTEXT
RESEARCH IN NATURAL LANGUAGE PROCESSING (NLP) HAS RAPIDLY ADVANCED IN
RECENT YEARS, RESULTING IN EXCITING ALGORITHMS FOR SOPHISTICATED
PROCESSING OF TEXT AND SPEECH IN VARIOUS LANGUAGES. MUCH OF THIS WORK
FOCUSES ON ENGLISH; IN THIS BOOK WE ADDRESS ANOTHER GROUP OF INTERESTING
AND CHALLENGING LANGUAGES FOR NLP RESEARCH: THE SEMITIC LANGUAGES. THE
SEMITIC GROUP OF LANGUAGES INCLUDES ARABIC (206 MILLION NATIVE
SPEAKERS), AMHARIC (27 MILLION), HEBREW (7 MILLION), TIGRINYA (6.7
MILLION), SYRIAC (1 MILLION) AND MALTESE (419 THOUSAND). SEMITIC
LANGUAGES EXHIBIT UNIQUE MORPHOLOGICAL PROCESSES, CHALLENGING SYNTACTIC
CONSTRUCTIONS, AND VARIOUS OTHER PHENOMENA THAT ARE LESS PREVALENT IN
OTHER NATURAL LANGUAGES. THESE CHALLENGES CALL FOR UNIQUE SOLUTIONS,
MANY OF WHICH ARE DESCRIBED IN THIS BOOK. THE 13 CHAPTERS PRESENTED IN
THIS BOOK BRING TOGETHER LEADING SCIENTISTS FROM SEVERAL UNIVERSITIES
AND RESEARCH INSTITUTES WORLDWIDE. WHILE THIS BOOK DEVOTES SOME
ATTENTION TO CUTTING-EDGE ALGORITHMS AND TECHNIQUES, ITS PRIMARY PURPOSE
IS A THOROUGH EXPLICATION OF BEST PRACTICES IN THE FIELD. FURTHERMORE,
EVERY CHAPTER DESCRIBES HOW THE TECHNIQUES DISCUSSED APPLY TO SEMITIC
LANGUAGES. THE BOOK COVERS BOTH STATISTICAL APPROACHES TO NLP, WHICH ARE
DOMINANT ACROSS VARIOUS APPLICATIONS NOWADAYS, AND THE MORE TRADITIONAL,
RULE-BASED APPROACHES, THAT WERE PROVEN USEFUL FOR SEVERAL OTHER
APPLICATION DOMAINS. WE HOPE THAT THIS BOOK WILL PROVIDE A
ONE-STOP-SHOP FOR ALL THE REQUISITE BACKGROUND AND PRACTICAL ADVICE
WHEN BUILDING NLP APPLICATIONS FOR SEMITIC LANGUAGES
DIESES SCHRIFTSTUECK WURDE MASCHINELL ERZEUGT.
|
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spelling | Natural language processing of semitic languages Imed Zitouni, ed. Berlin [u.a.] Springer 2014 1 Online-Ressource (459 S.) txt rdacontent c rdamedia cr rdacarrier Theory and Applications of Natural Language Processing Semitische Sprachen (DE-588)4116476-3 gnd rswk-swf Computerlinguistik (DE-588)4035843-4 gnd rswk-swf (DE-588)4143413-4 Aufsatzsammlung gnd-content Semitische Sprachen (DE-588)4116476-3 s Computerlinguistik (DE-588)4035843-4 s DE-604 Zitouni, Imed Sonstige (DE-588)1051019559 oth Erscheint auch als Druckausgabe 978-3-642-45357-1 https://doi.org/10.1007/978-3-642-45358-8 Verlag Volltext Springer Fremddatenuebernahme application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=027289224&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis Springer Fremddatenuebernahme application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=027289224&sequence=000003&line_number=0002&func_code=DB_RECORDS&service_type=MEDIA Abstract |
spellingShingle | Natural language processing of semitic languages Semitische Sprachen (DE-588)4116476-3 gnd Computerlinguistik (DE-588)4035843-4 gnd |
subject_GND | (DE-588)4116476-3 (DE-588)4035843-4 (DE-588)4143413-4 |
title | Natural language processing of semitic languages |
title_auth | Natural language processing of semitic languages |
title_exact_search | Natural language processing of semitic languages |
title_full | Natural language processing of semitic languages Imed Zitouni, ed. |
title_fullStr | Natural language processing of semitic languages Imed Zitouni, ed. |
title_full_unstemmed | Natural language processing of semitic languages Imed Zitouni, ed. |
title_short | Natural language processing of semitic languages |
title_sort | natural language processing of semitic languages |
topic | Semitische Sprachen (DE-588)4116476-3 gnd Computerlinguistik (DE-588)4035843-4 gnd |
topic_facet | Semitische Sprachen Computerlinguistik Aufsatzsammlung |
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