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URL https://arxiv · arXiv 2512.03176

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cs.SE 1

years

2026 1

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UNVERDICTED 1

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Think Anywhere in Code Generation

cs.SE · 2026-03-31 · unverdicted · novelty 7.0

Think-Anywhere lets LLMs invoke on-demand reasoning at any token during code generation via cold-start imitation followed by outcome-based RL, reaching state-of-the-art results on LeetCode, LiveCodeBench, HumanEval, and MBPP.

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  • Think Anywhere in Code Generation cs.SE · 2026-03-31 · unverdicted · none · ref 15

    Think-Anywhere lets LLMs invoke on-demand reasoning at any token during code generation via cold-start imitation followed by outcome-based RL, reaching state-of-the-art results on LeetCode, LiveCodeBench, HumanEval, and MBPP.