Pre-training LLM without Learning Rate Decay Enhances Supervised Fine-Tuning - Yano, Kazuki; Kiyono, Shun; Kobayashi, Sosuke; Takase, Sho; Suzuki, Jun (International Conference on Learning Representations, 2026)