A Computational Model to Disentangle Semantic Information Embedded in Word Association Norms

Details A Computational Model to Disentangle Semantic Information Embedded in Word Association Norms A Computational Model to Disentangle Semantic Information Embedded in Word Association Norms

2008-12-16

arxiv.org/abs/0812.3070v1

Computer Science

Computation and Language

9 pages, 3 figures

Scientific paper

Two well-known databases of semantic relationships between pairs of words used in psycholinguistics, feature-based and association-based, are studied as complex networks. We propose an algorithm to disentangle feature based relationships from free association semantic networks. The algorithm uses the rich topology of the free association semantic network to produce a new set of relationships between words similar to those observed in feature production norms.

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