Performance of the rule-based model on the CoNLL04 test partition. This table follows the same conventions as Table 11, except, in this case, [1] is the set of manually written Odin rules we wrote for CoNLL04.
| Approach . | Precision . | Recall . | F1 . |
|---|---|---|---|
| Baseline | |||
| Manual Rules[1] | 81.82 | 17.06 | 28.24 |
| Our Approach | |||
| Rules from Training[2] | 66.10 | 27.73 | 39.07 |
| Rules from Test[3] | 67.95 | 50.24 | 57.77 |
| Combination of [1] and [2] | 71.06 | 39.57 | 50.84 |
| Combination of [1] and [3] | 68.48 | 59.72 | 63.80 |
| Combination of [2] and [3] | 64.01 | 55.21 | 59.29 |
| Combination of [1], [2], and [3] | 66.67 | 63.03 | 64.80 |
| Approach . | Precision . | Recall . | F1 . |
|---|---|---|---|
| Baseline | |||
| Manual Rules[1] | 81.82 | 17.06 | 28.24 |
| Our Approach | |||
| Rules from Training[2] | 66.10 | 27.73 | 39.07 |
| Rules from Test[3] | 67.95 | 50.24 | 57.77 |
| Combination of [1] and [2] | 71.06 | 39.57 | 50.84 |
| Combination of [1] and [3] | 68.48 | 59.72 | 63.80 |
| Combination of [2] and [3] | 64.01 | 55.21 | 59.29 |
| Combination of [1], [2], and [3] | 66.67 | 63.03 | 64.80 |