A new feature-extraction module for NLI combines all BERT layers with element-wise sentence-pair interactions and a DenseNet, reporting average gains of roughly one point on ten benchmarks, though evaluation inconsistencies weaken the claim.
Asynchronous deep interaction network for natural language inference,
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Boosting Neural Language Inference via Cascaded Interactive Reasoning
A new feature-extraction module for NLI combines all BERT layers with element-wise sentence-pair interactions and a DenseNet, reporting average gains of roughly one point on ten benchmarks, though evaluation inconsistencies weaken the claim.