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Table 7:
Stanford Natural Language Inference Task.
Test Accuracy
Word by Word Attention (Rocktäschel et al., 2015) 83.5 
Word by Word Attention two-way (Rocktäschel et al., 2015) 83.2 
LSTM + LayerNorm + Dropout 81.7 
NTM + LayerNorm + Dropout 81.8 
DNTM + LayerNorm + Dropout 82.3 
LSTM (Bowman et al., 2015) 77.6 
D-NTM 80.9 
NTM 80.2 
Test Accuracy
Word by Word Attention (Rocktäschel et al., 2015) 83.5 
Word by Word Attention two-way (Rocktäschel et al., 2015) 83.2 
LSTM + LayerNorm + Dropout 81.7 
NTM + LayerNorm + Dropout 81.8 
DNTM + LayerNorm + Dropout 82.3 
LSTM (Bowman et al., 2015) 77.6 
D-NTM 80.9 
NTM 80.2 

Note: The numbers in bold indicate the best performances.

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