By Robert Philip, Weber
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Now let the term theme refer to clusters of words with different meanings or connotations that taken together refer to some theme or issue. For instance, the sentence New York bankers invest money in many industries both at home and abroad in part reflects concern with an economic theme. This disagreement over categories is largely a dispute between those who define categories as words with different meanings or connotations that covary empirically (inferred categories) and those who define categories as words with similar meanings or connotations that do not covary (assumed categories).
Homographs). For example, does kind refer to class of objects or a benevolent disposition? , 1989). These computer programs and their associated dictionaries- the Harvard IV and the LVD- incorporate rules that distinguish among the various senses of homographs according to the context of usage. Technically known as disambiguation rules, these procedures lead to an important increase in the precision of text classification. In this context, higher precision refers to higher accuracy resulting from more or finer distinctions.