An LLM-assisted annotation pipeline creates the PodSarc sarcastic speech dataset from podcasts and validates it via a collaborative gating detection model reaching 73.63% F1.
Sarcasm- bench: Towards evaluating large language models on sarcasm un- derstanding,
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Leveraging Large Language Models for Sarcastic Speech Annotation in Sarcasm Detection
An LLM-assisted annotation pipeline creates the PodSarc sarcastic speech dataset from podcasts and validates it via a collaborative gating detection model reaching 73.63% F1.