Table 8: 
Stance prediction (abortion) dev results for different training objectives.
ModelStanceAgreeAvgSecs p/epoch
Hinge loss 82.74 78.54 80.64 132 
 
CRF(β = 5) 83.09 81.03 82.06 345 
CRF(β = 20) 84.10 82.16 83.13 482 
CRF(β = 50) 84.19 81.80 83.00 720 
ModelStanceAgreeAvgSecs p/epoch
Hinge loss 82.74 78.54 80.64 132 
 
CRF(β = 5) 83.09 81.03 82.06 345 
CRF(β = 20) 84.10 82.16 83.13 482 
CRF(β = 50) 84.19 81.80 83.00 720 
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