Active Layer-Contrastive Decoding Reduces Hallucination in Large Language Model Generation

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Synapse has enriched 5 closely related papers on similar clinical questions. Consider them for comparative context:

1. 1Mitigating Hallucination in Multimodal LLMs with Layer Contrastive Decoding2025
2. 2Mitigating Hallucination of Large Vision-Language Models via Dynamic Logits Calibration2025
3. 3Lower Layer Matters: Alleviating Hallucination via Multi-Layer Fusion Contrastive Decoding with Truthfulness Refocused2024
4. 4Mitigating Hallucinations in Large Vision-Language Models (LVLMs) via Language-Contrastive Decoding (LCD)2024
5. 5Alleviating Hallucinations in Large Vision-Language Models through Hallucination-Induced Optimization2024 · 1 citations