NTDH builds verified reasoning traces from gold labels and tolerance-aware rewards, and its Qwen3-8B policy reaches 0.862 Pearson correlation on emotion-intensity regression using roughly 14 times less training data than EmoLLM.
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NTDH: Complex Reasoning for Comprehensive Affective Analysis
NTDH builds verified reasoning traces from gold labels and tolerance-aware rewards, and its Qwen3-8B policy reaches 0.862 Pearson correlation on emotion-intensity regression using roughly 14 times less training data than EmoLLM.