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Table 2: 
Hyper-parameter settings of TG-SAN.
ParameterValue
Word embedding dimension de 300 
LSTM hidden dimension dh 150 
Dropout rate 0.5 
No. of structured representations r 
Penalization term coefficient λ1 0.1 
Regularization term coefficient λ2 10−6 
Batch size 64 
ParameterValue
Word embedding dimension de 300 
LSTM hidden dimension dh 150 
Dropout rate 0.5 
No. of structured representations r 
Penalization term coefficient λ1 0.1 
Regularization term coefficient λ2 10−6 
Batch size 64 
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