Correlation between the Dissemination of Classic English Literary Works and Cultural Cognition in the New Media Era

Table 2

F1 values of n-gram embeddings on the development set.

Models	n = 1		n = 2		n = 3		n = 4
	Seg	Tag	Seg	Tag	Seg	Tag	Seg	Tag
BILSTM	79.88	75.46	87.33	84.97	87.04	84.71	87.10	84.96
BILSTM-CRF	81.09	78.72	87.91	86.30	87.73	86.17	87.32	85.74
BIGRU-CRF	81.03	78.44	87.94	86.35	87.74	86.06	87.48	86.06