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A Comparison of Weak Supervision methods for Knowledge Base Construction

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Figure

Table 1: Features derived from the training corpus used by ourlearning system. POS - part of speech
Table 2: A sample of knowledge-based rules for weak supervision. The first value defines a weight, or confidence in the accuracyof the rule
Table 3: LEFT Number of positive examples produced by each method per relation. The first three relations are person re-lations (p e r ) while the last two describe organizations (o r g )

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