cff-version: 1.2.0 message: "If you use HALT-CoT, please cite the paper." title: "HALT-CoT: Model-Agnostic Early Stopping for Chain-of-Thought Reasoning via Answer Entropy" authors: - family-names: "Laaouach" given-names: "Yassir" year: 2026 license: "MIT"