模型 | ACE2005 | KBP2017 | |||||
P | R | F1 | P | R | F1 | ||
字符级 | DMCNN | 60.10 | 61.60 | 60.90 | 53.67 | 49.92 | 51.73 |
HBTNGMA | 41.67 | 59.29 | 48.94 | 40.52 | 46.76 | 43.41 | |
词语级 | DMCNN | 66.60 | 63.60 | 65.10 | 60.43 | 51.64 | 55.69 |
HBTNGMA | 54.29 | 62.82 | 58.25 | 46.92 | 53.57 | 50.02 | |
字词 混合表征 | NPN | 70.63 | 64.74 | 67.56 | 58.03 | 59.91 | 58.96 |
我们的方法 | 68.12 | 75.46 | 71.60 | 66.71 | 59.85 | 63.09 |