Computer Science – Computation and Language
Scientific paper
2009-10-28
In Proceedings of the Second International Workshop on Evaluating Word Sense Disambiguation Systems (SENSEVAL), Toulouse 2002
Computer Science
Computation and Language
latex2e, 5 pages, appeared in SENSEVAL-2, held with ACL-02
Scientific paper
We have participated in the SENSEVAL-2 English tasks (all words and lexical sample) with an unsupervised system based on mutual information measured over a large corpus (277 million words) and some additional heuristics. A supervised extension of the system was also presented to the lexical sample task. Our system scored first among unsupervised systems in both tasks: 56.9% recall in all words, 40.2% in lexical sample. This is slightly worse than the first sense heuristic for all words and 3.6% better for the lexical sample, a strong indication that unsupervised Word Sense Disambiguation remains being a strong challenge.
Fernandez-Amoros David
Gonzalo Julio
Verdejo Felisa
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