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Authors: Fumiyo Fukumoto ; Yoshimi Suzuki and Attaporn Wangpoonsarp

Affiliation: University of Yamanashi, Japan

Keyword(s): Bilingual Sense Correspondence, Domain Specific Senses.

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

Abstract: This paper presents a method of linking and creating bilingual sense correspondences between English and Japanese noun word dictionaries. Locally, we extracted bilingual noun words using sentence-based similarity. Globally, for each monolingual dictionary, we identified domain-specific senses using a textual corpus with category information. We incorporated these, i.e., we assigned a sense to each noun word of the extracted bilingual words keeping domain (category) consistency. Evaluation on the WordNet 3.0 and EDR Japanese dictionaries using Reuters andMainichi Japanese newspaper corpora showed 23.1% improvement of bilingual noun word extraction over the baseline with local data view only. Moreover, we found that the extracted bilingual noun senses can be used as a lexical resource for the machine translation.

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Paper citation in several formats:
Fukumoto, F.; Suzuki, Y. and Wangpoonsarp, A. (2017). Is (President,大統領) a Correct Sense Pair? - Linking and Creating Bilingual Sense Correspondences. In Proceedings of the 9th International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management (IC3K 2017) - KEOD; ISBN 978-989-758-272-1; ISSN 2184-3228, SciTePress, pages 39-48. DOI: 10.5220/0006489900390048

@conference{keod17,
author={Fumiyo Fukumoto. and Yoshimi Suzuki. and Attaporn Wangpoonsarp.},
title={Is (President,大統領) a Correct Sense Pair? - Linking and Creating Bilingual Sense Correspondences},
booktitle={Proceedings of the 9th International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management (IC3K 2017) - KEOD},
year={2017},
pages={39-48},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0006489900390048},
isbn={978-989-758-272-1},
issn={2184-3228},
}

TY - CONF

JO - Proceedings of the 9th International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management (IC3K 2017) - KEOD
TI - Is (President,大統領) a Correct Sense Pair? - Linking and Creating Bilingual Sense Correspondences
SN - 978-989-758-272-1
IS - 2184-3228
AU - Fukumoto, F.
AU - Suzuki, Y.
AU - Wangpoonsarp, A.
PY - 2017
SP - 39
EP - 48
DO - 10.5220/0006489900390048
PB - SciTePress

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