Comparison of joint-task selection methods (Q3.3).
. | ATIS . | SNIPS . | ||||||
---|---|---|---|---|---|---|---|---|
BERT . | Roberta . | BERT . | Roberta . | |||||
SF . | ID . | SF . | ID . | SF . | ID . | SF . | ID . | |
MT-MIN | 84.53 | 92.27 | 87.94 | 92.05 | 77.90 | 97.00 | 71.35 | 95.29 |
UDJS | 87.46 | 90.48 | 85.05 | 91.71 | 73.56 | 96.71 | 70.72 | 95.14 |
EQB-DJS | 86.59 | 88.02 | 85.25 | 89.14 | 69.92 | 91.43 | 63.58 | 95.00 |
. | ATIS . | SNIPS . | ||||||
---|---|---|---|---|---|---|---|---|
BERT . | Roberta . | BERT . | Roberta . | |||||
SF . | ID . | SF . | ID . | SF . | ID . | SF . | ID . | |
MT-MIN | 84.53 | 92.27 | 87.94 | 92.05 | 77.90 | 97.00 | 71.35 | 95.29 |
UDJS | 87.46 | 90.48 | 85.05 | 91.71 | 73.56 | 96.71 | 70.72 | 95.14 |
EQB-DJS | 86.59 | 88.02 | 85.25 | 89.14 | 69.92 | 91.43 | 63.58 | 95.00 |