A methodology for extrinsically evaluating information extraction performance

Michael A. Crystal, Alex Baron, Katherine Godfrey, Linnea Micciulla, Yvette J. Tenney, Ralph Weischedel · 2005

This paper reports a preliminary study addressing two challenges in measuring the effectiveness of information extraction (IE) technology:• Developing a methodology for extrinsic evaluation of IE; and,• Estimating the impact of improving IE technology on the ability to perform an application task.The methodology described can be employed for further controlled experiments regarding information extraction.

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