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Automated text categorization methods have gradually improved over time, to the point where they can often rival human performanceLewis. One major contributor to progress in the field has been the availability of standard benchmarks that allow researchers to evaluate performance relative to prior work, e.g., the Reuters-21578 collection of 21,578 stories from the year 1987. A new, far larger collection of Reuters newswires is now publicly availableReu.
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