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Yu-Chen Lu

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#natural language process... Preprint Sep 2026

Recursive Self-Improvement via On-Policy Distillation for Reasoning

DCE+SRCL outperforms OPSD across multiple model scales and four competition-level mathematics benchmarks, and its comprehensive evaluations show that DCE+SRCL outperforms OPSD across multiple model scales and four competition-level mathematics benchmarks.

Shang-Jian Yin, Ze-Hao Zhao, Kavosh Asadi et al. · 0 citations
Jul 2026

PEARL: Auditable Repair for Scientific Reasoning Graph Extraction

PEARL (Peircean Extraction via Abstraction and Repair Layer), a training-free framework that turns noisy LLM graph responses into auditable reasoning graphs and repairs them toward strict semantic validity, is proposed.

Bo-Han Su, Peng-Ze Li, Yu-Chen Lu et al. · 0 citations

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