Linguistically Motivated Statistical Machine Translation: Models and Algorithms
Saved in:
| Main Authors: | , |
|---|---|
| Format: | Electronic eBook |
| Language: | English |
| Published: |
Singapore
Springer Singapore
2015
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| Subjects: | |
| Online Access: | UPA01 Volltext Abstract Inhaltsverzeichnis |
| Physical Description: | 1 Online-Ressource (XII, 152 p. 52 illus) |
| ISBN: | 9789812873569 |
| DOI: | 10.1007/978-981-287-356-9 |
Staff View
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Record in the Search Index
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| adam_text | LINGUISTICALLY MOTIVATED STATISTICAL MACHINE TRANSLATION
/ XIONG, DEYI
: 2015
ABSTRACT / INHALTSTEXT
THIS BOOK PROVIDES A WIDE VARIETY OF ALGORITHMS AND MODELS TO INTEGRATE
LINGUISTIC KNOWLEDGE INTO STATISTICAL MACHINE TRANSLATION (SMT). IT
HELPS ADVANCE CONVENTIONAL SMT TO LINGUISTICALLY MOTIVATED SMT BY
ENHANCING THE FOLLOWING THREE ESSENTIAL COMPONENTS: TRANSLATION,
REORDERING AND BRACKETING MODELS. IT ALSO SERVES THE PURPOSE OF
PROMOTING THE IN-DEPTH STUDY OF THE IMPACTS OF LINGUISTIC KNOWLEDGE ON
MACHINE TRANSLATION. FINALLY IT PROVIDES A SYSTEMATIC INTRODUCTION OF
BRACKETING TRANSDUCTION GRAMMAR (BTG) BASED SMT, ONE OF THE
STATE-OF-THE-ART SMT FORMALISMS, AS WELL AS A CASE STUDY OF
LINGUISTICALLY MOTIVATED SMT ON A BTG-BASED PLATFORM. DEYI XIONG IS A
PROFESSOR AT SOOCHOW UNIVERSITY. PREVIOUSLY HE WAS A RESEARCH SCIENTIST
AT THE INSTITUTE FOR INFOCOMM RESEARCH OF SINGAPORE FROM 2007-2013. HE
COMPLETED HIS PH.D. IN COMPUTER SCIENCE AT THE INSTITUTE OF COMPUTING
TECHNOLOGY OF CHINESE ACADEMY OF SCIENCES IN 2007. HIS RESEARCH
INTERESTS ARE IN THE AREA OF NATURAL LANGUAGE PROCESSING, INCLUDING
PARSING AND STATISTICAL MACHINE TRANSLATION. MIN ZHANG IS A PROFESSOR AT
SOOCHOW UNIVERSITY. HE OBTAINED HIS PH.D. DEGREE IN COMPUTER SCIENCE AT
HARBIN INSTITUTE OF TECHNOLOGY IN 1997. HIS RESEARCH INTERESTS INCLUDE
MACHINE TRANSLATION, NATURAL LANGUAGE PROCESSING AND TEXT MINING
DIESES SCHRIFTSTUECK WURDE MASCHINELL ERZEUGT.
LINGUISTICALLY MOTIVATED STATISTICAL MACHINE TRANSLATION
/ XIONG, DEYI
: 2015
TABLE OF CONTENTS / INHALTSVERZEICHNIS
1 INTRODUCTION
2 BTG-BASED SMT
3 SYNTACTICALLY ANNOTATED REORDERING
4 SEMANTICALLY INFORMED REORDERING
5 LEXICALIZED BRACKETING
6 LINGUISTICALLY MOTIVATED BRACKETING
7 TRANSLATION RULE SELECTION WITH DOCUMENT-LEVEL SEMANTIC INFORMATION
8 TRANSLATION ERROR DETECTION WITH LINGUISTIC FEATURES
9 CLOSING REMARKS
INDEX
REFERENCES
DIESES SCHRIFTSTUECK WURDE MASCHINELL ERZEUGT.
|
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| indexdate | 2024-07-10T01:20:11Z |
| institution | BVB |
| isbn | 9789812873569 |
| language | English |
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| publisher | Springer Singapore |
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| spelling | Xiong, Deyi Verfasser aut Linguistically Motivated Statistical Machine Translation Models and Algorithms by Deyi Xiong, Min Zhang Singapore Springer Singapore 2015 1 Online-Ressource (XII, 152 p. 52 illus) txt rdacontent c rdamedia cr rdacarrier Linguistics Computational linguistics Computational Linguistics Linguistik Zhang, Min Verfasser aut Erscheint auch als Druckausgabe 978-981-287-355-2 https://doi.org/10.1007/978-981-287-356-9 Verlag Volltext Springer Fremddatenuebernahme application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=027823486&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Abstract Springer Fremddatenuebernahme application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=027823486&sequence=000003&line_number=0002&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis |
| spellingShingle | Xiong, Deyi Zhang, Min Linguistically Motivated Statistical Machine Translation Models and Algorithms Linguistics Computational linguistics Computational Linguistics Linguistik |
| title | Linguistically Motivated Statistical Machine Translation Models and Algorithms |
| title_auth | Linguistically Motivated Statistical Machine Translation Models and Algorithms |
| title_exact_search | Linguistically Motivated Statistical Machine Translation Models and Algorithms |
| title_full | Linguistically Motivated Statistical Machine Translation Models and Algorithms by Deyi Xiong, Min Zhang |
| title_fullStr | Linguistically Motivated Statistical Machine Translation Models and Algorithms by Deyi Xiong, Min Zhang |
| title_full_unstemmed | Linguistically Motivated Statistical Machine Translation Models and Algorithms by Deyi Xiong, Min Zhang |
| title_short | Linguistically Motivated Statistical Machine Translation |
| title_sort | linguistically motivated statistical machine translation models and algorithms |
| title_sub | Models and Algorithms |
| topic | Linguistics Computational linguistics Computational Linguistics Linguistik |
| topic_facet | Linguistics Computational linguistics Computational Linguistics Linguistik |
| url | https://doi.org/10.1007/978-981-287-356-9 http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=027823486&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=027823486&sequence=000003&line_number=0002&func_code=DB_RECORDS&service_type=MEDIA |
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