Proceedings of the 3rd Annual International Conference on Electronics, Electrical Engineering and Information Science (EEEIS 2017)

Research on Chinese Semantic Role Labeling Based on Ocean Big Data

Authors
Lei-Na JIANG, Yun-Tao QIAN, Yan-Jiang SUN
Corresponding Author
Lei-Na JIANG
Available Online September 2017.
DOI
10.2991/eeeis-17.2017.81How to use a DOI?
Keywords
semantic role labeling (SRL), ocean big data, detailed.
Abstract

Natural Language Processing has reached the stage of semantic analysis. As a tool for semantic analysis, semantic role labeling (SRL) is becoming more and more important. But the SRL is not specifically applied to the marine field in the past. So this paper is a study of SRL based on ocean big data. First of all, this paper populates and updates corpus with data from various categories of ocean. Secondly, (based on the current semantic roles,) this study makes the semantic roles more detailed. Thirdly, we decompose the multi-predicate verbs in a sentence. Finally, SRL takes advantage of the analysis of dependency parsing (DP). In this paper, 1000 sentences of various categories of ocean are selected, and 25,903 words are used to mark the semantic roles, and the accuracy of the annotation is 93.4%, which is revised by human.

Copyright
© 2017, the Authors. Published by Atlantis Press.
Open Access
This is an open access article distributed under the CC BY-NC license (http://creativecommons.org/licenses/by-nc/4.0/).

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Volume Title
Proceedings of the 3rd Annual International Conference on Electronics, Electrical Engineering and Information Science (EEEIS 2017)
Series
Advances in Engineering Research
Publication Date
September 2017
ISBN
10.2991/eeeis-17.2017.81
ISSN
2352-5401
DOI
10.2991/eeeis-17.2017.81How to use a DOI?
Copyright
© 2017, the Authors. Published by Atlantis Press.
Open Access
This is an open access article distributed under the CC BY-NC license (http://creativecommons.org/licenses/by-nc/4.0/).

Cite this article

TY  - CONF
AU  - Lei-Na JIANG
AU  - Yun-Tao QIAN
AU  - Yan-Jiang SUN
PY  - 2017/09
DA  - 2017/09
TI  - Research on Chinese Semantic Role Labeling Based on Ocean Big Data
BT  - Proceedings of the 3rd Annual International Conference on Electronics, Electrical Engineering and Information Science (EEEIS 2017)
PB  - Atlantis Press
SP  - 548
EP  - 553
SN  - 2352-5401
UR  - https://doi.org/10.2991/eeeis-17.2017.81
DO  - 10.2991/eeeis-17.2017.81
ID  - JIANG2017/09
ER  -