A Qwen2.5-7B system with task reformulation, self-retrieval augmentation, and multi-round voting scores 37.505 average on STATE ToxiCN, outperforming cited baselines.
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System Report for CCL25-Eval Task 10: SRAG-MAV for Fine-Grained Chinese Hate Speech Recognition
A Qwen2.5-7B system with task reformulation, self-retrieval augmentation, and multi-round voting scores 37.505 average on STATE ToxiCN, outperforming cited baselines.