"internal representations" Papers

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Beyond the Surface: Enhancing LLM-as-a-Judge Alignment with Human via Internal Representations

Peng Lai, Jianjie Zheng, Sijie Cheng et al.

NeurIPS 2025posterarXiv:2508.03550
2
citations

LLMs Know More Than They Show: On the Intrinsic Representation of LLM Hallucinations

Hadas Orgad, Michael Toker, Zorik Gekhman et al.

ICLR 2025posterarXiv:2410.02707
118
citations

Robust Hallucination Detection in LLMs via Adaptive Token Selection

Mengjia Niu, Hamed Haddadi, Guansong Pang

NeurIPS 2025posterarXiv:2504.07863
4
citations