model | MRR | MAP | Precision1 |
---|---|---|---|
BertCAFE | 0.56 | 0.52 | 0.37 |
BertDPCNN(Conv2D) | 0.56 | 0.530 | 0.37 |
BertDPCNN(conv1D) | 0.57 | 0.537 | 0.38 |
BertLSTM | 0.58 | 0.54 | 0.40 |
BertHAN | 0.581 | 0.545 | 0.384 |
BertRCNN | 0.59 | 0.55 | 0.41 |
3输入BERT+CNN+cat | 0.63 | 0.58 | 0.46 |
3输入BERT+两种交互+CNN+cat | 0.627 | 0.578 | 0.457 |
3输入BERT+TripleAtt+CNN+cat | 0.6326 | 0.5837 | 0.4639 |
3输入BERT+TripleAtt+RNN+CNN+cat | 0.6357 | 0.5862 | 0.4684 |
3输入BERT+TripleAtt+联合Att+meanmaxPooling | 0.6348 | 0.5854 | 0.4639 |
3输入BERT+TripleAtt+Transformer+meanmaxPooling | 0.6410 | 0.5941 | 0.4714 |
3输入BERT+TripleAtt+CNN+meanmaxPooling | 0.6448 | - | - |
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