Explaining away ambiguity: Learning verb selectional preference with Bayesian networks

Massimiliano Ciaramita, Mark Johnson

This paper presents a Bayesian model for unsupervised learning of verb selectional preferences. For each verb the model creates a Bayesian network whose architecture is determined…