"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 2025arXiv:2508.03550
3
citations

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

Hadas Orgad, Michael Toker, Zorik Gekhman et al.

ICLR 2025arXiv:2410.02707
129
citations

Robust Hallucination Detection in LLMs via Adaptive Token Selection

Mengjia Niu, Hamed Haddadi, Guansong Pang

NEURIPS 2025arXiv:2504.07863
8
citations

Vision CNNs trained to estimate spatial latents learned similar ventral-stream-aligned representations

Yudi Xie, Weichen Huang, Esther Alter et al.

ICLR 2025arXiv:2412.09115
3
citations