No | Model | SQuAD | SQuAD (8k) | Our dataset | |||
EM | F1 | EM | F1 | EM | F1 | ||
1 | R-Net | 70.3 | 78.3 | 61.2 | 69.3 | 51.6 | 60.1 |
2 | BiDAF | 67.8 | 76.6 | 60.8 | 68.5 | 52.1 | 62.2 |
3 | QANet | 72.6 | 80.4 | 65.1 | 74.2 | 53.5 | 61.5 |
4 | Ti-Reader | 73.1 | 81.2 | 64.9 | 75.8 | 53.8 | 63.1 |
5 | Ti-Reader + syllable |
|
|
|
| 63.4 | 71.3 |
6 | Ti-Reader + syllable-WA |
|
|
|
| 59.3 | 67.4 |
7 | Ti-reader + syllable-RA |
|
|
|
| 57.3 | 66.5 |