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Table 13

The hyperparameters used in our experiments.

Hyperparameter#
Random Seed 212 
Sentiment maximum sequence length 384 
POMS maximum sequence length 32 
Stage 2 TC (adversarial) task λ 
Stage 2 number of epochs 
Stage 2 Sentiment batch size 
Stage 2 POMS batch size 24 
Stage 3 number of epochs 50 
Stage 3 Sentiment batch size 128 
Stage 3 POMS batch size 200 
Stage 3 gradient accumulation steps 
Stage 3 classifier dropout probability 0.1 
Hyperparameter#
Random Seed 212 
Sentiment maximum sequence length 384 
POMS maximum sequence length 32 
Stage 2 TC (adversarial) task λ 
Stage 2 number of epochs 
Stage 2 Sentiment batch size 
Stage 2 POMS batch size 24 
Stage 3 number of epochs 50 
Stage 3 Sentiment batch size 128 
Stage 3 POMS batch size 200 
Stage 3 gradient accumulation steps 
Stage 3 classifier dropout probability 0.1 
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