Table 5: 

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).

DPNERAverage
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 
DPNERAverage
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 
Close Modal

or Create an Account

Close Modal
Close Modal