Evaluating the Word Sense Disambiguation Accuracy with Three Different Sense Inventories

Dan Tufiş; Radu Ion

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Paper

Evaluating the Word Sense Disambiguation Accuracy with Three Different Sense Inventories

In Proceedings of the 2nd International Workshop on Natural Language Understanding and Cognitive Science - Volume 0ICEIS, 118-127, 2005 , Miami, United States

Authors: Dan Tufiş ¹ and Radu Ion ²

Affiliations: ¹ Institute for Artificial Intelligence; Faculty of Informatics, University “A.I. Cuza”, Romania ; ² Institute for Artificial Intelligence, Romania

Abstract: Comparing performances of word sense disambiguation systems is a very difficult evaluation task when different sense inventories are used and, even more difficult when the sense distinctions are not of the same granularity. The paper substantiates this statement by briefly presenting a system for word sense disambiguation (WSD) based on parallel corpora. The method relies on word alignment, word clustering and is supported by a lexical ontology made of aligned wordnets for the languages in the corpora. The wordnets are aligned to the Princeton Wordnet, according to the principles established by EuroWordNet. The evaluation of the WSD system was performed on the same data, using three different granularity sense inventories.

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Paper citation in several formats:

Tufiş, D. and Ion, R. (2005). Evaluating the Word Sense Disambiguation Accuracy with Three Different Sense Inventories. In Proceedings of the 2nd International Workshop on Natural Language Understanding and Cognitive Science (ICEIS 2005) - NLUCS; ISBN 972-8865-23-6X, SciTePress, pages 118-127. DOI: 10.5220/0002560601180127

@conference{nlucs05,
author={Dan Tufiş. and Radu Ion.},
title={Evaluating the Word Sense Disambiguation Accuracy with Three Different Sense Inventories},
booktitle={Proceedings of the 2nd International Workshop on Natural Language Understanding and Cognitive Science (ICEIS 2005) - NLUCS},
year={2005},
pages={118-127},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0002560601180127},
isbn={972-8865-23-6X},
}

TY - CONF

JO - Proceedings of the 2nd International Workshop on Natural Language Understanding and Cognitive Science (ICEIS 2005) - NLUCS
TI - Evaluating the Word Sense Disambiguation Accuracy with Three Different Sense Inventories
SN - 972-8865-23-6X
AU - Tufiş, D.
AU - Ion, R.
PY - 2005
SP - 118
EP - 127
DO - 10.5220/0002560601180127
PB - SciTePress