"adaptive reasoning" Papers

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Reasoning as an Adaptive Defense for Safety

Taeyoun Kim, Fahim Tajwar, Aditi Raghunathan et al.

NEURIPS 2025arXiv:2507.00971
11
citations

Unlocking SLM Potential for Data Analysis Code Generation via Non-Parametric Knowledge Distillation

Jinyang Li, Jack Williams, Nick McKenna et al.

NEURIPS 2025

Toward Adaptive Reasoning in Large Language Models with Thought Rollback

Sijia Chen, Baochun Li

ICML 2024arXiv:2412.19707
16
citations