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Automatic annotation of speculation in biomedical texts: new perspectives and large scale evaluation

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Figure

Figure 1: Overview of Excom processing (Alrahabi,   2010) EXCOM allows the use of already
Figure 2: The contextual exploration principles:  search for an indicator and then for some clues in a contextual space (a sentence or a clause in our case) according to some associated rules
Figure 3: Results of the annotation of BioScope by BioExcom and of the manual checking (the calculations are  based on BioExcom segmentation)
Table 2: Results reported in different publications and concerning the recognition of speculations in Scientific Full Text Papers, representing a part of the BioScope corpus: (1) (Szarvas, 2008), (2) (Kili-coglu and Bergler, 2008), (3) (Morante and Daele-mans, 2009), (5) (Özgur and Radev, 2009), (5) BioExcom in this study

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