CCL-XCoT combines curriculum-based contrastive pretraining with cross-lingual chain-of-thought fine-tuning, lifting hallucination-free rates in low-resource QA from 1-18% to 55-74%.
xcot: Cross-lingual instruction tuning for cross-lingual chain-of-thought reasoning, 2024
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CCL-XCoT: An Efficient Cross-Lingual Knowledge Transfer Method for Mitigating Hallucination Generation
CCL-XCoT combines curriculum-based contrastive pretraining with cross-lingual chain-of-thought fine-tuning, lifting hallucination-free rates in low-resource QA from 1-18% to 55-74%.