AINeutralarXiv – CS AI · 11h ago5/10
🧠
Sarc7: Evaluating Sarcasm Detection and Generation with Seven Types and Emotion-Informed Techniques
Researchers introduce Sarc7, a benchmark dataset for classifying seven types of sarcasm using large language models, with a novel emotion-based prompting technique that outperforms traditional zero-shot and few-shot approaches. The study demonstrates that Gemini 2.5 achieved the highest performance with an F1 score of 0.3664, while emotion-informed generation methods showed 38.46% improvement in human evaluation over baseline approaches.
🧠 Gemini