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ExBERT: An External Knowledge Enhanced BERT for Natural Language Inference
We introduce a new model for NLI called External Knowledge Enhanced BERT (ExBERT), to enrich the contextual representation with real-world commonsense knowledge from external knowledge sources and enhance BERT's language understanding and reasoning capabilities.
Bilinear Fusion of Commonsense Knowledge with Attention-Based NLI Models
BiCAM incorporates real-world commonsense knowledge into NLI models.
An Exploration of Dropout with RNNs for Natural Language Inference
In this paper, we propose a novel RNN model for NLI and empirically evaluate the effect of applying dropout at different layers in the model.
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