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Table 8 The distribution of entities with various length in the correct results

From: A deep learning model incorporating part of speech and self-matching attention for named entity recognition of Chinese electronic medical records

  1–5 6–10 10–15 > 15
SM-LSTM-CRF(char) 6886 667 52 4
SM-LSTM-CRF(char + POS) 7440 485 21 3
SM-LSTM-CRF (char + Reduced POS tagging) 7335 673 59 3
Standard set 9014 1002 104 12