most citedGenerating Hard-Negative Out-of-Scope Data with ChatGPT for Intent Classification

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cs.CL2024★ 1 cited

Generating Hard-Negative Out-of-Scope Data with ChatGPT for Intent Classification

Zhijian Li, Stefan Larson, Kevin Leach

Intent classifiers must be able to distinguish when a user's utterance does not belong to any supported intent to avoid producing incorrect and unrelated system responses. Although…