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Imitating Manual Curation of Text-Mined Facts in Biomedicine
Raul Rodriguez-Esteban, Ivan Iossifov, and Andrey Rzhetsky
PLoS Computational Biology 2 (9), e118 (01 Sep 2006)
a very thorough comparsion of a wide range of relation extraction methods, also has some very good visualisations

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