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Event Schema Induction with a Probabilistic Entity Driven Model

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Figure

Figure 2: Example text mapped to our entities.
Figure 4: Simplified plate diagrams comparing the flatrelation model to the full template model
Figure 6: The MUC-4 gold slots that were learned. Thebottom two are not in the traditional evaluation, but werelearned by our model nonetheless.
Table 4: Full MUC-4 extraction with gold document clas-sification. These results ignore false positives extractedfrom “irrelevant” documents in the test set.

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