PRC-Emo integrates prompt engineering, demonstration retrieval, and curriculum learning during LoRA fine-tuning to boost LLMs' emotion recognition in conversations, reaching new state-of-the-art results on IEMOCAP and MELD.
InInternational Conference on Artificial Neural Networks
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Do LLMs Feel? Teaching Emotion Recognition with Prompts, Retrieval, and Curriculum Learning
PRC-Emo integrates prompt engineering, demonstration retrieval, and curriculum learning during LoRA fine-tuning to boost LLMs' emotion recognition in conversations, reaching new state-of-the-art results on IEMOCAP and MELD.