Table 7.
Window Size | UMN-rel(ρ) | UMN-sim(ρ) | MayoSRS (ρ) | Bio-SimVerb(ρ) | Bio-SimLex(ρ) | BC4CHECMD (F-score) | BC2GM (F-score) | AnatEM (F-score) | JNLPBA (F-score) |
---|---|---|---|---|---|---|---|---|---|
1 | 0.5317 | 0.5759 | 0.5551 | 0.4594 | 0.7294 | 81.51 | 70.06 | 82.16 | 65.34 |
2 | 0.563 | 0.6144 | 0.6238 | 0.4696 | 0.7207 | 81.44 | 70 | 82.21 | 65.51 |
4 | 0.5768 | 0.6247 | 0.581 | 0.464 | 0.7188 | 81.5 | 70.04 | 82 | 65.75 |
5 | 0.5767 | 0.6271 | 0.5744 | 0.4638 | 0.7151 | 81.37 | 70.20 | 81.32 | 65.16 |
8 | 0.582 | 0.6377 | 0.5975 | 0.4611 | 0.7086 | 81.24 | 69.56 | 80.99 | 65.53 |
16 | 0.5888 | 0.6431 | 0.6123 | 0.4667 | 0.7034 | 81.02 | 69.39 | 80.72 | 64.78 |
20 | 0.5896 | 0.6418 | 0.6319 | 0.4584 | 0.7031 | 81.12 | 69.62 | 80.49 | 65.19 |
25 | 0.6018 | 0.6489 | 0.6188 | 0.4519 | 0.7004 | 81.07 | 69.93 | 80.92 | 65.14 |
30 | 0.6007 | 0.6457 | 0.6486 | 0.4502 | 0.7043 | 80.71 | 69.2 | 81.03 | 64.79 |
The bolded text implies the best performing models of their kind