The University of Jaén Word Sense Disambiguation system

Our system for SENSEVAL-3 uses a supervised learning algorithm for word sense disambiguation. The method suggested trains a neural network using the Learning Vector Quantization (LVQ) algorithm, integrating several semantic relations of WordNet (Fellbaum, 1998) and SemCor corpus (Miller et al., 1993). The University of Jaén system has been used in English-lexical-sample and English-All-Words tasks.