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Table 2:
Hyper-parameter settings of TG-SAN.
Parameter
.
Value
.
Word embedding dimension
d
e
300
LSTM hidden dimension
d
h
150
Dropout rate
0.5
No. of structured representations
r
2
Penalization term coefficient
λ
1
0.1
Regularization term coefficient
λ
2
10
−6
Batch size
64
Parameter
.
Value
.
Word embedding dimension
d
e
300
LSTM hidden dimension
d
h
150
Dropout rate
0.5
No. of structured representations
r
2
Penalization term coefficient
λ
1
0.1
Regularization term coefficient
λ
2
10
−6
Batch size
64
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