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Travel-Oriented Multi-label Question Answering on KG-generated Travel Domain Dataset

93.31Exact MatchReasoning SFT
22.049240.549659.0577.5504Jun 28, 2026

Evaluation results

MethodLinks
Reasoning SFTBackbone=Qwen3-4B, SFT Strategy=Reasoning-enhanced (with traces), Learning Rate=5e-52026.0693.31939393
Direct SFTBackbone=Qwen3-4B, SFT Strategy=Direct-answer (no reasoning traces), Learning Rate=5e-52026.0676.6777777
Pretrained Qwen3-4BBackbone=Qwen3-4B, SFT=None2026.0624.79413750