All Labels Together: Low-shot Intent Detection with an Efficient Label Semantic Encoding Paradigm

Jiangshu Du, Congying Xia, Wenpeng Yin +2

In intent detection tasks, leveraging meaningful semantic information from intent labels can be particularly beneficial for few-shot scenarios. However, existing few-shot intent de…