There is considerable evidence that people generally learn items better when the presentation of items is distributed over a period of time (the spacing effect). We hypothesize that both forgetting and attention to novelty play a role in the spacing effect in word learning. We build an incremental probabilistic computational model of word learning that incorporates a forgetting and attentional mechanism. Our model accounts for experimental results on children as well as several patterns observed in adults.
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