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most citedDeepRAG: Thinking to Retrieve Step by Step for Large Language Models

3 citations · 3 across the 5 of their papers we have counts for

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cs.CL2026

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

Xinyan Guan, Jiali Zeng, Chunlei Xin +5

Large language models generate computationally expensive yet semantically void reasoning on beyond-capability tasks, creating risks where plausible-sounding but incorrect derivatio…