Few-Shot Intent Detection via Contrastive Pre-Training and Fine-Tuning

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Knowledge Triples

Source Entity	Relationship	Target Entity
Contrastive Pre-Training Method	appliesTo	Intent Datasets Material
Few Shot Intent Detection Task	achieves	State of the Art Performance Metric
Few Shot Intent Detection Task	evaluatedIn	10 Shot Setting OtherEntity
Few Shot Intent Detection Task	evaluatedIn	5 Shot Setting OtherEntity
Few Shot Intent Detection Task	uses	Contrastive Pre-Training Method
Few Shot Intent Detection Task	uses	Supervised Contrastive Learning Method
Supervised Contrastive Learning Method	enhances	Few Shot Intent Detection Task