Reflective Reasoning System: Inference-Time Self-Diagnosis and Self-Correction for Large Reasoning Models

Abstract excerpt

Large Reasoning Models (LRMs) often exhibit an efficiency-accuracy trade-off, leading to errors from insufficient self-diagnosis and correction during inference. Existing reasoning methods frequently lack internal feedback for refining generated steps. To address this, we propose the Reflective Reasoning System (RRS), an inference-time framework integrating explicit self-diagnosis and self-correction loops into LR...

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• Algorithms
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Identifiers and source

Literature Corpus work

0c87d470-e111-582f-837a-68066bb90349

DOI

10.20944/preprints202512.1743.v1