2025
Chain-of-Thought Matters: Improving Long-Context Language Models with Reasoning Path Supervision
EMNLP 2025
Recent advances in Large Language Models (LLMs) have highlighted the challenge of handling long-context tasks, where models need to reason over extensive input contexts to aggregate target information. While Chain-of-Thought (CoT) prompting has shown promise for multi-step reasoning, its effectivene