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few-shot intent classification

3 papers

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Also known as

FSIC

Co-occurring keywords · papers mentioning both

pre-trained language model (2) intent classification (2) few-shot learning (2) episodic meta-learning (1) direct fine-tuning (1) bidirectional interaction (1) context augmentation (1) task-oriented dialog (1) slot filling (1) prototypical network (1)

Papers

Revisit Few-shot Intent Classification with PLMs: Direct Fine-tuning vs. Continual Pre-training ACL 2023 The Devil is in the Details: On Models and Training Regimes for Few-Shot Intent Classification EACL 2023 An Explicit-Joint and Supervised-Contrastive Learning Framework for Few-Shot Intent Classification and Slot Filling EMNLP 2021