Semi-Supervised Dependency Parsing:
Saved in:
| Main Authors: | , |
|---|---|
| Format: | Electronic eBook |
| Language: | English |
| Published: |
Singapore [u.a.]
Springer Singapore
2015
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| Subjects: | |
| Online Access: | UPA01 Volltext Inhaltsverzeichnis Abstract |
| Physical Description: | 1 Online-Ressource (VIII, 144 p. 61 illus., 13 illus. in color) |
| ISBN: | 9789812875525 |
| DOI: | 10.1007/978-981-287-552-5 |
Staff View
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Record in the Search Index
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| adam_text | SEMI-SUPERVISED DEPENDENCY PARSING
/ CHEN, WENLIANG
: 2015
TABLE OF CONTENTS / INHALTSVERZEICHNIS
1 INTRODUCTION
2 DEPENDENCY PARSING MODELS
3 OVERVIEW OF SEMI-SUPERVISED DEPENDENCY PARSING APPROACHES
4 TRAINING WITH AUTO-PARSED WHOLE TREES
5 TRAINING WITH LEXICAL INFORMATION
6 TRAINING WITH BILEXICAL DEPENDENCIES
7 TRAINING WITH SUBTREE STRUCTURES
8 TRAINING WITH DEPENDENCY LANGUAGE MODELS
9 TRAINING WITH META FEATURES
10 CLOSING REMARKS
DIESES SCHRIFTSTUECK WURDE MASCHINELL ERZEUGT.
SEMI-SUPERVISED DEPENDENCY PARSING
/ CHEN, WENLIANG
: 2015
ABSTRACT / INHALTSTEXT
THIS BOOK PRESENTS A COMPREHENSIVE OVERVIEW OF SEMI-SUPERVISED
APPROACHES TO DEPENDENCY PARSING. HAVING BECOME INCREASINGLY POPULAR IN
RECENT YEARS, ONE OF THE MAIN REASONS FOR THEIR SUCCESS IS THAT THEY CAN
MAKE USE OF LARGE UNLABELED DATA TOGETHER WITH RELATIVELY SMALL LABELED
DATA AND HAVE SHOWN THEIR ADVANTAGES IN THE CONTEXT OF DEPENDENCY
PARSING FOR MANY LANGUAGES. VARIOUS SEMI-SUPERVISED DEPENDENCY PARSING
APPROACHES HAVE BEEN PROPOSED IN RECENT WORKS WHICH UTILIZE DIFFERENT
TYPES OF INFORMATION GLEANED FROM UNLABELED DATA. THE BOOK OFFERS
READERS A COMPREHENSIVE INTRODUCTION TO THESE APPROACHES, MAKING IT
IDEALLY SUITED AS A TEXTBOOK FOR ADVANCED UNDERGRADUATE AND GRADUATE
STUDENTS AND RESEARCHERS IN THE FIELDS OF SYNTACTIC PARSING AND NATURAL
LANGUAGE PROCESSING
DIESES SCHRIFTSTUECK WURDE MASCHINELL ERZEUGT.
|
| any_adam_object | 1 |
| author | Chen, Wenliang Zhang, Min |
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| dewey-hundreds | 400 - Language |
| dewey-ones | 410 - Linguistics |
| dewey-raw | 410.285 |
| dewey-search | 410.285 |
| dewey-sort | 3410.285 |
| dewey-tens | 410 - Linguistics |
| discipline | Sprachwissenschaft |
| doi_str_mv | 10.1007/978-981-287-552-5 |
| format | Electronic eBook |
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| illustrated | Not Illustrated |
| indexdate | 2024-07-10T07:08:23Z |
| institution | BVB |
| isbn | 9789812875525 |
| language | English |
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| physical | 1 Online-Ressource (VIII, 144 p. 61 illus., 13 illus. in color) |
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| spelling | Chen, Wenliang Verfasser aut Semi-Supervised Dependency Parsing by Wenliang Chen, Min Zhang Singapore [u.a.] Springer Singapore 2015 1 Online-Ressource (VIII, 144 p. 61 illus., 13 illus. in color) txt rdacontent c rdamedia cr rdacarrier Linguistics Computational linguistics Computational Linguistics Linguistik Zhang, Min Verfasser aut Erscheint auch als Druckausgabe 978-981-287-551-8 https://doi.org/10.1007/978-981-287-552-5 Verlag Volltext Springer Fremddatenuebernahme application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=028161180&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=028161180&sequence=000003&line_number=0002&func_code=DB_RECORDS&service_type=MEDIA Abstract |
| spellingShingle | Chen, Wenliang Zhang, Min Semi-Supervised Dependency Parsing Linguistics Computational linguistics Computational Linguistics Linguistik |
| title | Semi-Supervised Dependency Parsing |
| title_auth | Semi-Supervised Dependency Parsing |
| title_exact_search | Semi-Supervised Dependency Parsing |
| title_full | Semi-Supervised Dependency Parsing by Wenliang Chen, Min Zhang |
| title_fullStr | Semi-Supervised Dependency Parsing by Wenliang Chen, Min Zhang |
| title_full_unstemmed | Semi-Supervised Dependency Parsing by Wenliang Chen, Min Zhang |
| title_short | Semi-Supervised Dependency Parsing |
| title_sort | semi supervised dependency parsing |
| topic | Linguistics Computational linguistics Computational Linguistics Linguistik |
| topic_facet | Linguistics Computational linguistics Computational Linguistics Linguistik |
| url | https://doi.org/10.1007/978-981-287-552-5 http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=028161180&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=028161180&sequence=000003&line_number=0002&func_code=DB_RECORDS&service_type=MEDIA |
| work_keys_str_mv | AT chenwenliang semisuperviseddependencyparsing AT zhangmin semisuperviseddependencyparsing |