Early lexical development in a self-organizing neural network
Neural Networks - 2004 Special issue: New developments in self-organizing systems
Unsupervised Graph-basedWord Sense Disambiguation Using Measures of Word Semantic Similarity
ICSC '07 Proceedings of the International Conference on Semantic Computing
Graph connectivity measures for unsupervised word sense disambiguation
IJCAI'07 Proceedings of the 20th international joint conference on Artifical intelligence
The topology of synonymy and homonymy networks
CACLA '07 Proceedings of the Workshop on Cognitive Aspects of Computational Language Acquisition
An investigation on the influence of frequency on the lexical organization of verbs
TextGraphs-5 Proceedings of the 2010 Workshop on Graph-based Methods for Natural Language Processing
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This work investigates lexical organization of verbs looking at the influence of some linguistic factors on the process of lexical acquisition and use. Among the factors that may play a role in acquisition, in this paper we investigate the influence of polysemy. We examine data obtained from psycholinguistic action naming tasks performed by children and adults (speakers of Brazilian Portuguese), and analyze some characteristics of the verbs used by each group in terms of similarity of content, using Jaccard's coefficient, and of topology, using graph theory. The experiments suggest that younger children tend to use more polysemic verbs than adults to describe events in the world.