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Minority Vote: At Least N Voting Improves Recall for Extracting Relations

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Figure

Table 1: The set of types and subtypes of relationsused in the 2004 ACE evaluation.
Table 2: The Division of LDC annotated data intotraining and development test sets.
Figure 1: Comparing F-measure, precision, and recall of different voting schemes for English relationextraction.
Table 3: Comparing the best F-measure obtained byAt-Least-N Voting with Majority Voting, Summingand the single best classifier.

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