Table 4 F-measure of different models on CCKS data
From: Improving clinical named entity recognition in Chinese using the graphical and phonetic feature
Model | JWE | cw2vec | R+C | R+P | R+F | R+C(Sum) | R+P(Sum) | R+F(Sum) |
|---|---|---|---|---|---|---|---|---|
BOD | 0.614 | 0.595 | 0.666 | 0.688 | 0.661 | 0.660 | 0.678 | 0.652 |
SYM | 0.716 | 0.682 | 0.724 | 0.746 | 0.735 | 0.725 | 0.734 | 0.727 |
DIS | 0.623 | 0.528 | 0.677 | 0.777 | 0.629 | 0.666 | 0.751 | 0.574 |
EXP | 0.706 | 0.666 | 0.715 | 0.720 | 0.723 | 0.721 | 0.710 | 0.721 |
TRE | 0.516 | 0.513 | 0.672 | 0.618 | 0.549 | 0.667 | 0.616 | 0.519 |
ALL | 0.669 | 0.635 | 0.696 | 0.712 | 0.695 | 0.696 | 0.702 | 0.687 |