most citedSTAR: Stage-Wise Attention-Guided Token Reduction for Efficient Large Vision-Language Models Inference

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cs.AI2026

Mitigating Hallucinations in Large Language Models Via Decoder Layer Skipping

Hanze Li, Jinhao You, Yichen Guo +3

Large Language Models (LLMs) have achieved strong performance across diverse natural language tasks, yet their outputs often suffer from hallucinations -- content that is misaligne…