Recognizing biomedical named entities using skip-chain conditional random fields

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Recognizing biomedical named entities using skip-chain conditional random fields
Authors: Jingchen Liu, Minlie Huang, Xiaoyan Zhu
Citation: Proceedings of the 2010 Workshop on Biomedical Natural Language Processing  : 10-18. 2010
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Publisher: Association for Computational Linguistics
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Recognizing biomedical named entities using skip-chain conditional random fields describes a method for named entity recognition and apply it on biomedical texts: BioCreAtIvE II Gene Mention and GENIA.

They report f-measure performance on 71 to 84 %.

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