TY - GEN
T1 - Combined lesk-based method for words senses disambiguation
AU - Ledo-Mezquita, Yoel
AU - Sidorov, Grigori
AU - Cubells, Vicente
PY - 2006
Y1 - 2006
N2 - Word sense disambiguation (WSD) is a linguistically-based mechanism for defining automatically the correct sense of a word in the context. Lesk-based methods use context information for WSD. In this paper, we propose a method of word sense disambiguation based on the combination of the original Lesk method and the simplified one with additional application of large lexical resources, like synonym dictionaries, ontologies, etc., for calculations of sense plausibility. We present experimental results that show that our method has better precision than the baseline Lesk-based methods.
AB - Word sense disambiguation (WSD) is a linguistically-based mechanism for defining automatically the correct sense of a word in the context. Lesk-based methods use context information for WSD. In this paper, we propose a method of word sense disambiguation based on the combination of the original Lesk method and the simplified one with additional application of large lexical resources, like synonym dictionaries, ontologies, etc., for calculations of sense plausibility. We present experimental results that show that our method has better precision than the baseline Lesk-based methods.
UR - http://www.scopus.com/inward/record.url?scp=45149125407&partnerID=8YFLogxK
U2 - 10.1109/CIC.2006.30
DO - 10.1109/CIC.2006.30
M3 - Contribución a la conferencia
AN - SCOPUS:45149125407
SN - 0769527086
SN - 9780769527086
T3 - Proceedings - 15th International Conference on Computing, CIC 2006
SP - 105
EP - 108
BT - Proceedings - 15th International Conference on Computing, CIC 2006
T2 - 15th International Conference on Computing, CIC 2006
Y2 - 21 November 2006 through 24 November 2006
ER -