Table 7.

The above table shows the different performance of DEGREE(EAE) and ECPEAE in processing event mentions that contain only one event and event mentions that contain multiple events. In the table above, we present the F1 scores of the model on Arg-I and Arg-C for the ACE2005-EN and ERE datasets. For each column, we highlight the highest score in bold text. Based on the table, it can be observed that our model consistently outperforms DEGREE (EAE) in both single-event event mention processing and multi-event event mention processing, as indicated by the higher F1 scores.

Model	ACE-1		ACE-2+		ERE-1		ERE-2+
	Arg-I	Arg-C	Arg-I	Arg-C	Arg-I	Arg-C	Arg-I	Arg-C
DEGREE(EAE)	72.36	69.51	73.77	71.60	78.57	70.78	73.95	66.67
ECPEAE	76.86	74.12	74.69	72.84	77.08	73.75	75.00	70.56