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- W2149247100 abstract "Motivation: We examine the task of temporal relation classification for the clinical domain. Our approach to this task departs from existing ones in that it is (i) ‘knowledge-rich’, employing sophisticated knowledge derived from discourse relations as well as both domain-independent and domain-dependent semantic relations, and (ii) ‘hybrid’, combining the strengths of rule-based and learning-based approaches. Evaluation results on the i2b2 Clinical Temporal Relations Challenge corpus show that our approach yields a 17–24% and 8–14% relative reduction in error over a state-of-the-art learning-based baseline system when gold-standard and automatically identified temporal relations are used, respectively." @default.
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- W2149247100 date "2014-11-19" @default.
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- W2149247100 title "Knowledge-rich temporal relation identification and classification in clinical notes" @default.
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- W2149247100 doi "https://doi.org/10.1093/database/bau109" @default.
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