How Do Answer Tokens Read Reasoning Traces? Self-Reading Patterns in Thinking LLMs for Quantitative Reasoning May 8, 2026· Haoyang Chen , Yi Liu , Jianzhi Shao , Tao Zhang , Chengfu Huo Wei Hu · 0 min read Cite URL Type Conference paper Publication Findings of the Association for Computational Linguistics: ACL 2026 Last updated on May 8, 2026 Authors Wei Hu Nanjing University School of Computer Science ← Focusing Condition: Inference-Time Self-Contrastive Steering Elicits Better Conditional Text Embeddings in LLMs May 8, 2026 PEGRL: Improving Machine Translation by Post-Editing Guided Reinforcement Learning May 8, 2026 →