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July 31, 2026cs.CL

Knowing When to Quit: Diagnosing and Training LLMs to Abort Futile Reasoning

Xinyan Guan, Jiali Zeng, Chunlei Xin, Yaojie Lu, Hongyu Lin, Xianpei Han, Le Sun, Fandong Meng
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