These weights are given to a weight evaluation function; this function determines how effective a particular set of weights is at a given disambiguation task by calculating an overall score for the weight set: the number of words in the tuning set that were correctly disambiguated.
(3) Tuning to the task that is evaluated improves over tuning to other tasks.