Tian-Jiao Cai

Contrastive variational representation generation for zero-shot intent classification

Zero-shot intent classification (ZSIC) predicts intent labels for classes without labeled training utterances. In conventional zero-shot learning (ZSL), test utterances belong only to unseen intents; in generalized zero-shot learning (GZSL), held-out seen-intent utterances and unseen-intent utterances are evaluated joi...