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kevin1020 's Collections
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Efficient LLM

Reasoning

updated Feb 24
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2

  • DeepSeek-Prover: Advancing Theorem Proving in LLMs through Large-Scale Synthetic Data

    Paper • 2405.14333 • Published May 23, 2024 • 41

  • Toward Self-Improvement of LLMs via Imagination, Searching, and Criticizing

    Paper • 2404.12253 • Published Apr 18, 2024 • 56

  • Improve Mathematical Reasoning in Language Models by Automated Process Supervision

    Paper • 2406.06592 • Published Jun 5, 2024 • 30

  • Accessing GPT-4 level Mathematical Olympiad Solutions via Monte Carlo Tree Self-refine with LLaMa-3 8B

    Paper • 2406.07394 • Published Jun 11, 2024 • 29

  • Evolving Deeper LLM Thinking

    Paper • 2501.09891 • Published Jan 17 • 115

  • S*: Test Time Scaling for Code Generation

    Paper • 2502.14382 • Published Feb 20 • 63

  • LightThinker: Thinking Step-by-Step Compression

    Paper • 2502.15589 • Published Feb 21 • 29
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2
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