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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
  1. Bolded text is used to indicate the best performing values