A comparison of AL methods that base their selection on a single-task vs. joint-task confidence scores. Results are averaged across the OntoNotes domains (Q1.3).
. | DP . | NER . | Average . |
---|---|---|---|
ST-EC-DP | 88.96 | 71.34 | 80.15 |
ST-EC-NER | 86.66 | 75.75 | 81.21 |
MT-EC-DP | 88.99 | 73.75 | 81.37 |
MT-EC-NER | 86.90 | 77.13 | 82.01 |
MT-AVG | 89.02 | 74.44 | 81.74 |
MT-MAX | 88.64 | 75.90 | 82.27 |
. | DP . | NER . | Average . |
---|---|---|---|
ST-EC-DP | 88.96 | 71.34 | 80.15 |
ST-EC-NER | 86.66 | 75.75 | 81.21 |
MT-EC-DP | 88.99 | 73.75 | 81.37 |
MT-EC-NER | 86.90 | 77.13 | 82.01 |
MT-AVG | 89.02 | 74.44 | 81.74 |
MT-MAX | 88.64 | 75.90 | 82.27 |