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Chinese Academy of Sciences, University of Chinese Academy of Sciences
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DocFormFlow boosts document formatting accuracy while slashing token consumption, revealing that target localization is the key to success.
Overthinking in LLMs can be slashed by monitoring the entropy of reasoning steps, allowing for dynamic termination of Chain-of-Thought without sacrificing accuracy.
