Journal of Big Data

Table 6 Comparison of results stratified by NE Tags

From: Title2Vec: a contextual job title embedding for occupational named entity recognition and other applications

	FUN		LOC		RES
	EM	F1	EM	F1	EM	F1
LogReg	78.30	87.80	93.70	96.80	90.10	94.80
LSTM	99.49	99.74	97.68	98.83	99.77	99.88
CRF	99.35	99.67	98.96	99.48	99.99	99.99
LSTM-CRF	99.88	99.94	98.70	99.35	99.82	99.91

Bolded text is used to indicate the best performing values

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