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This paper presents an unsupervised random walk approach to alleviate data spar-sity for selectional preferences. Based on the measure of preferences between predicates and arguments, the model aggregates all the transitions from a given predicate to its nearby predicates, and propagates their argument preferences as the given predi-cate's smoothed(More)
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