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2 results for “LLM hallucination”
SPIN Processed News Frame: The Hype
Knowledge Injection Exists in MoE? Exploring Expert-Aware Contrast Decoding in MoE for Mitigating LLMs'Hallucinations
Researchers propose EAACD, a new contrastive decoding method tailored for mixture-of-experts (MoE) LLMs that leverages expert activation differences in higher layers to reduce hallucinations on QA tasks, outperforming baselines across four datasets.
Spin 65% Claim Present in Source AI Risk Moderate
arXiv Computation and Language
Jul 24, 2026
SPIN Processed News Frame: The Hype
Readable but Not Controllable: Neuron-Level Evidence for Medical LLM Hallucination
Researchers investigate medical LLM hallucinations using four open-source models.
Spin 50% Claim Present in Source AI Risk Moderate
arXiv Computation and Language
Published Jul 2, 2026 · Analyzed Jul 5, 2026