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Table 2 Performance (in %) of the baseline relation extraction system and the incremental contribution of different system modules, on the test set of the ADE corpus

From: Knowledge-based extraction of adverse drug events from biomedical text

System Precision Recall F-score
Baseline 8.9 78.4 16.1
+ NLP module 21.1 82.9 33.6
+ Knowledge base 32.8 78.1 46.2
+ Relation-type filtering 38.1 74.8 50.5