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Author: Sung-Dong Kim

Affiliation: Hansung University, Korea, Republic of

Keyword(s): Rule-based machine translation, Natural language processing, Pre-processing.

Related Ontology Subjects/Areas/Topics: Applications ; Artificial Intelligence ; Industrial Applications of AI ; Knowledge Engineering and Ontology Development ; Knowledge-Based Systems ; Natural Language Processing ; Pattern Recognition ; Soft Computing ; Symbolic Systems

Abstract: This paper presents necessary pre-processing tasks for practical English-Korean machine translation. The pre-processing task consists of a problem that requires pre-processing and a solution for the problem. There are many differences between English and Korean, so it is difficult to resolve the differences using parsing and transfer rules. Also, source sentences often include non-word elements, such as parentheses, quotation marks, and list markers. In order to resolve the differences efficiently and make source sentences appropriate to translation system by arranging them, we propose pre-processing for source sentences. This paper studies various pre-processing tasks and classifies into several groups according to the time when the tasks are performed in English-Korean machine translation system. In experiment, we show the usefulness of the defined pre-processing tasks for generating better translation results.

CC BY-NC-ND 4.0

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Paper citation in several formats:
Kim, S. (2011). PRE-PROCESSING TASKS FOR RULE-BASED ENGLISH-KOREAN MACHINE TRANSLATION SYSTEM . In Proceedings of the 3rd International Conference on Agents and Artificial Intelligence - Volume 2: ICAART; ISBN 978-989-8425-40-9; ISSN 2184-433X, SciTePress, pages 257-262. DOI: 10.5220/0003151702570262

@conference{icaart11,
author={Sung{-}Dong Kim.},
title={PRE-PROCESSING TASKS FOR RULE-BASED ENGLISH-KOREAN MACHINE TRANSLATION SYSTEM },
booktitle={Proceedings of the 3rd International Conference on Agents and Artificial Intelligence - Volume 2: ICAART},
year={2011},
pages={257-262},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0003151702570262},
isbn={978-989-8425-40-9},
issn={2184-433X},
}

TY - CONF

JO - Proceedings of the 3rd International Conference on Agents and Artificial Intelligence - Volume 2: ICAART
TI - PRE-PROCESSING TASKS FOR RULE-BASED ENGLISH-KOREAN MACHINE TRANSLATION SYSTEM
SN - 978-989-8425-40-9
IS - 2184-433X
AU - Kim, S.
PY - 2011
SP - 257
EP - 262
DO - 10.5220/0003151702570262
PB - SciTePress