Scaling LLM Reasoning from Minimal Labels: A Semi-Supervised Framework with a Lightweight Verifier

Keizo Kato, Chenhui Chu, Yugo Murawaki, Sadao Kurohashi. Scaling LLM Reasoning from Minimal Labels: A Semi-Supervised Framework with a Lightweight Verifier. In Stelios Piperidis, NĂºria Bel, Henk van den Heuvel, Nancy Ide, Simon Krek, Antonio Toral, editors, Proceedings of the Fifteenth Language Resources and Evaluation Conference, LREC 2026, Palma de Mallorca, Spain, May 13-15, 2026. pages 6155-6165, ELRA Language Resource Association / ACL, 2026. [doi]

Abstract

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