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Abstract: this paper we describe a set of criteria aimed at improving the quality of NLP evaluation studies, and also discuss factors which contribute to the complexity of the task. We present an overview of NLP evaluations in the clinical domain and also discuss the Message Understanding Conferences (MUC) [1-4], which were a series of NLP evaluation studies performed outside of the clinical domain. (Update)
Context of citations to this paper: More
...in a text. This increased complexity of the task leads to many unsolved methodological questions (for a discussion, cf. Friedman and Hripcsak [1998]) We may illustrate this claim within the framework of our approach. Basically, a triple division of test scenarios have to...
.... Evaluating a text knowledge acquisition system, however, poses tremendous methodological problems (for a discussion, cf. [Friedman Hripcsak, 1998]) The main reason being that a gold standard for comparison what constitutes a canonical, commonly agreed upon...
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BibTeX entry: (Update)
Friedman C and Hripcsak G. Evaluating natural language processors in the clinical domain. In: Chute CC, ed, Proc Conference on Natural Language and Medical Concept Representation, Jacksonville, Fl. IMIA WG6, 1997:41--52. http://citeseer.ist.psu.edu/friedman97evaluating.html More
@misc{ friedman97evaluating,
author = "C. Friedman and G. Hripcsak",
title = "Evaluating natural language processors in the clinical domain",
text = "Friedman C and Hripcsak G. Evaluating natural language processors in the
clinical domain. In: Chute CC, ed, Proc Conference on Natural Language and
Medical Concept Representation, Jacksonville, Fl. IMIA WG6, 1997:41--52.",
year = "1997",
url = "citeseer.ist.psu.edu/friedman97evaluating.html" }
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