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Benchmarks
Natural Language Inference on SNLI 1.0 (train)
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93.1
Accuracy
Gumbel TreeLSTM
84.156
86.478
88.8
91.122
Aug 22, 2018
Accuracy
Updated 1mo ago
Evaluation Results
Method
Method
Links
Accuracy
Gumbel TreeLSTM
Dimension=600D, Parame...
2018.08
93.1
Reinforced self-attention network
Dimension=300D, Parame...
2018.08
92.6
Directional self-attention network
Dimension=300D, Parame...
2018.08
91.1
Residual stacked encoders
Dimension=600D, Parame...
2018.08
91
Distance-based self-attention network
Dimension=1200D, Param...
2018.08
89.6
Multiple DSA
Dimension=2400D, Param...
2018.08
89
CNN (Dense) with self-attention
Dimension=600D, Parame...
2018.08
88.7
Single DSA
Dimension=600D, Parame...
2018.08
87.3
BiLSTM with self-attention
Dimension=600D, Parame...
2018.08
84.5
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