Distillation Contrastive Decoding: Improving LLMs Reasoning with Contrastive Decoding and Distillation
[ACL 2026] 📷 CCD: Mitigating Hallucinations in Radiology MLLMs via Clinical Contrastive Decoding — A flexible, plug-and-play toolkit for various radiology MLLM backbones, further boosting overall performance
SOTA Contrastive Decoding Strategies Implementation
Probing and evaluating factual faithfulness in Vision-Language Models — hallucination detection, POPE-style eval, and contrastive decoding
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