Joint Extraction of Events and Entities within a Document Context
Table 4: Comparison of the results (F1 score) of JointEventEntity and the best known results on ACE event trigger classification and argument role classification.
['Model', 'Trigger', 'Arg']
We see that JointEventEntity outperforms both models and achieves new state-of-the-art results for event trigger and argument extraction in an end-to-end evaluation setting.