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cs.CL2026
IS-CoT: Breaking the Long-form Generation Collapse via Interleaved Structural Thinking
Zechen Sun, Yuyang Sun, Zecheng Tang +6
Generating coherent and controllable long-form content remains a persistent challenge for Large Language Models (LLMs). While reasoning-enhanced models have demonstrated success in…
cs.CL2024
Instruct Large Language Models to Generate Scientific Literature Survey Step by Step
Yuxuan Lai, Yupeng Wu, Yidan Wang +2
Abstract. Automatically generating scientific literature surveys is a valuable task that can significantly enhance research efficiency. However, the diverse and complex nature of i…