"inference-time adaptation" Papers

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Broken Tokens? Your Language Model can Secretly Handle Non-Canonical Tokenizations

Brian Zheng, Alisa Liu, Orevaoghene Ahia et al.

NEURIPS 2025spotlightarXiv:2506.19004

Controllable Safety Alignment: Inference-Time Adaptation to Diverse Safety Requirements

Jingyu Zhang, Ahmed Elgohary Ghoneim, Ahmed Magooda et al.

ICLR 2025arXiv:2410.08968

Why Does the Effective Context Length of LLMs Fall Short?

Chenxin An, Jun Zhang, Ming Zhong et al.

ICLR 2025arXiv:2410.18745

Learning Iterative Reasoning through Energy Diffusion

Yilun Du, Jiayuan Mao, Josh Tenenbaum

ICML 2024arXiv:2406.11179

LLM Maybe LongLM: SelfExtend LLM Context Window Without Tuning

Hongye Jin, Xiaotian Han, Jingfeng Yang et al.

ICML 2024spotlight