Recon scores reasoning traces via action reconstruction fidelity, achieving 54.7% win rate over post-hoc baselines and up to 70% when used to train synthesis models across four domains.
Parastudent: Generating and evaluating realistic student code by teaching llms to struggle.arXiv preprint arXiv:2507.12674, 2025
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Recon: Reconstruction-Guided Reasoning Synthesis for User Modeling
Recon scores reasoning traces via action reconstruction fidelity, achieving 54.7% win rate over post-hoc baselines and up to 70% when used to train synthesis models across four domains.