Journal of Big Data

Table 5 Comparison of results for occupational NER

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

Models	Precision	Recall	Exact match	F1-score
LogReg	90.80	93.20	85.10	92.00
LSTM	99.71	99.90	99.61	99.80
Human	91.60	99.60	91.30	95.40
CRF	99.90	99.81	99.71	99.85
LSTM-CRF	99.86	99.97	99.83	99.91

Bolded text is used to indicate the best performing values

Back to article page