Resolution of English Event Pronouns Based on Machine Learning

Table 4

Experimental results of event reference resolution.

	MUC	B ^3	CEAFe	BLANC	CONLL	AVG-F
Lu	27.41	40.90	39	25	35.77	33.08
Ours	43.47	38.93	37.3	30.56	40.3	37.57
-Character	41.29	36.99	36.1	29.04	38.13	35.86
RNN	36.13	32.33	31.99	22.94	33.48	30.85
-Attention	43.81	38.18	35.82	30.46	39.27	37.07