Mitigating Dataset Artifacts in Natural Language Inference Through Automatic Contextual Data Augmentation and Learning Optimization

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Knowledge Triples

Source Entity	Relationship	Target Entity
Automatic Contextual Data Augmentation Method	appliesTo	Natural Language Inference Task
Automatic Contextual Data Augmentation Method	combinesWith	Contrastive Learning Method
Automatic Contextual Data Augmentation Method	combinesWith	Hybrid loss function Method
Automatic Contextual Data Augmentation Method	mitigates	Dataset Artifacts Material
Benchmark Datasets Material	evaluatedIn	Natural Language Inference Task
Contrastive Learning Method	appliesTo	Natural Language Inference Task
Hybrid loss function Method	appliesTo	Natural Language Inference Task