研究文章
小说样本选择策略对不平衡数据的生物医学事件提取与联合评分机制
|
| 系统 |
事件类 |
| SVT |
绑定 |
注册 |
所有 |
|
| 《浮士德》 |
W |
68.47 80.25/73.90 |
44.20 / 53.71/48.49 |
38.02 /54.94/44.94 |
49.41 /64.75/56.04 |
| 一个 |
66.16/81.04/72.85 |
45.53 / 58.09/51.05 |
39.38 /58.18/46.97 |
50.00 /67.53/57.46 |
| F |
75.58 / 78.23/76.88 |
40.97 / 44.70/42.75 |
34.99 /48.24/ 40.56 |
47.92 / 58.47/52.67 |
|
| 马塞诸斯州大学的 |
W |
67.01 /81.40/ 73.50 |
42.97 / 56.42/48.79 |
37.52 / 52.67/43.82 |
48.49 / 64.08/55.20 |
| 一个 |
64.21 / 80.74/71.54 |
43.52 /60.89/ 50.76 |
38.78 / 55.07/45.51 |
48.74 / 65.94/56.05 |
| F |
75.58 /83.14/ 79.18 |
41.67 / 47.62/44.44 |
34.72 / 47.51/40.12 |
34.72 / 47.51/40.12 |
|
| UTurku |
W |
68.22 / 76.47/72.11 |
42.97 / 43.60/43.28 |
38.72 / 47.64/42.72 |
49.56 / 57.65/53.30 |
| 一个 |
64.97 / 76.72/70.36 |
45.24 / 50.00/47.50 |
40.41/ 49.01/44.30 |
50.06/ 59.48/54.37 |
| F |
78.18 / 75.82/76.98 |
37.50 / 31.76/34.39 |
34.99 / 44.46/39.16 |
48.31 / 53.38/50.72 |
|
| MSR-NLP |
W |
68.99/ 74.30/71.54 |
42.36 / 40.47/41.39 |
36.64 / 44.08/40.02 |
48.64 / 54.71/51.50 |
| 一个 |
65.99 / 74.71/70.08 |
43.23 / 44.51/43.86 |
37.14 / 45.38/40.85 |
48.52 / 56.47/52.20 |
| F |
78.18 / 73.24/75.63 |
40.28 / 32.77/36.14 |
35.52 / 41.34/38.21 |
48.94 / 50.77/49.84 |
|
| STSS |
W |
- - - - - - |
- - - - - - |
- - - - - - |
- - - - - - |
| 一个 |
64.97 / 76.65/70.33 |
45.24 / 49.84/47.43 |
40.41/ 48.83/44.22 |
50.06 / 59.33/54.30 |
| F |
78.18 / 75.63/76.88 |
37.50 / 31.58/34.29 |
34.99 / 44.69/39.25 |
48.31 / 53.43/50.74 |
|
| 我们的 |
W |
68.60 / 80.34 /74.01 |
47.66/56.52/51.71 |
38.97/ 43.88/41.28 |
50.35/ 57.79/53.81 |
| 一个 |
64.97 / 79.34/71.44 |
49.57/ 59.72 /54.17 |
39.32 / 43.62/41.36 |
49.97 / 57.90/53.64 |
| F |
79.74/ 82.97 /81.32 |
43.06/49.21/45.93 |
38.20/ 44.46 /41.10 |
51.29/ 57.52 /54.23 |
|
|
评价结果(召回/精度分数)在整个数据集(W),摘要(A),和完整的论文只有(F)。
|
