Methods › General › Prompt Engineering › CoT Prompting › Papers where code ran, page 1
Chain-of-thought prompting
CoT Prompting
Papers archive 2025-07-28
archive papers tagged: 78 · with a code link: 31 · where Syntology ran a sample: 14 (12 with a run with no instrument failure, 2 where every run was a failure of Syntology's instrument) Syntology
Show: all tagged papersonly where code ran (14 of 78 tagged: 12 with a run with no instrument failure, 2 where every run was a failure of Syntology's instrument)
Syntology We ran code from the paper's repository; we did not isolate this method inside it.
Page 1 of 1: papers 1 to 14 of the 14 tagged papers where Syntology ran at least one harvested sample (12 with a run with no instrument failure, 2 where every run was a failure of Syntology's instrument), newest first by the archive's date (ties by arXiv id). This is a filter on Syntology's record ordered by date only, not a ranking; a run is not a correctness claim. A paper missing from this list is not a recorded non-run: it may have no arXiv id, no harvested code, or only samples that have not run yet.
Repository counts are the archive's code-links table. A Syntology line states what Syntology ran from that paper's harvested code, as “N ran (of which C constructed an object rather than computing a result; K with no instrument failure: H honoured, V violated, P with no contract checked; I where Syntology's instrument failed) · U unverified”; the instrument figure counts failures of Syntology's instrument, not of the code. It is per sample and not a correctness claim. When the archive marks a repository official for the paper, the line starts with that repository's state (the archive's flag, not a verdict on who wrote the code; “community repositories only” when every sample that ran came from a community repository, “official: no sample here; runs from other or unrecorded repositories” when some came from a repository the paper names or has in its text, or from none recorded); hover it for the repositories the samples that ran came from.
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Chain-of-Thought Prompting for Out-of-Distribution Samples: A Latent-Variable Study 17 Apr 2025 · 1 repository · arXiv:2504.12991Syntology official (archive's flag): 2 ran · 2 ran (of which 0 constructed an object rather than computing a result; 2 with no instrument failure: 2 honoured, 0 violated, 0 with no contract checked; 0 where Syntology's instrument failed) · 1 unverified (of 3 harvested samples) · 3 pointer-only (licence)
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Unveiling the Key Factors for Distilling Chain-of-Thought Reasoning 25 Feb 2025 · 1 repository · arXiv:2502.18001Syntology official (archive's flag): 12 ran · 12 ran (of which 0 constructed an object rather than computing a result; 12 with no instrument failure: 0 honoured, 0 violated, 12 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 12 harvested samples)
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Self-Harmonized Chain of Thought 6 Sep 2024 · 1 repository · arXiv:2409.04057Syntology official (archive's flag): 1 ran · 1 ran (of which 0 constructed an object rather than computing a result; 0 with no instrument failure: 0 honoured, 0 violated, 0 with no contract checked; 1 where Syntology's instrument failed) · 3 unverified (of 4 harvested samples) · 4 pointer-only (licence)
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Deciphering the Factors Influencing the Efficacy of Chain-of-Thought: Probability, Memorization, and Noisy Reasoning 1 Jul 2024 · 1 repository · arXiv:2407.01687Syntology official (archive's flag): 1 ran · 1 ran (of which 0 constructed an object rather than computing a result; 1 with no instrument failure: 1 honoured, 0 violated, 0 with no contract checked; 0 where Syntology's instrument failed) · 3 unverified (of 4 harvested samples) · 4 pointer-only (licence)
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A Synthetic Dataset for Personal Attribute Inference 11 Jun 2024 · 2 repositories · arXiv:2406.07217Syntology official (archive's flag): 1 ran · 5 ran (of which 0 constructed an object rather than computing a result; 5 with no instrument failure: 1 honoured, 0 violated, 4 with no contract checked; 0 where Syntology's instrument failed) · 1 unverified (of 6 harvested samples)
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ChainLM: Empowering Large Language Models with Improved Chain-of-Thought Prompting 21 Mar 2024 · 1 repository · arXiv:2403.14312Syntology official (archive's flag): 4 ran · 4 ran (of which 0 constructed an object rather than computing a result; 4 with no instrument failure: 0 honoured, 0 violated, 4 with no contract checked; 0 where Syntology's instrument failed) · 6 unverified (of 10 harvested samples) · 10 pointer-only (licence)
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ERA-CoT: Improving Chain-of-Thought through Entity Relationship Analysis 11 Mar 2024 · 1 repository · arXiv:2403.06932Syntology official (archive's flag): 2 ran · 2 ran (of which 0 constructed an object rather than computing a result; 1 with no instrument failure: 1 honoured, 0 violated, 0 with no contract checked; 1 where Syntology's instrument failed) · 0 unverified (of 2 harvested samples) · 2 pointer-only (licence)
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BadChain: Backdoor Chain-of-Thought Prompting for Large Language Models 20 Jan 2024 · 1 repository · arXiv:2401.12242Syntology official (archive's flag): 13 ran · 13 ran (of which 0 constructed an object rather than computing a result; 13 with no instrument failure: 0 honoured, 0 violated, 13 with no contract checked; 0 where Syntology's instrument failed) · 2 unverified (of 15 harvested samples)
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ViPE: Visualise Pretty-much Everything 16 Oct 2023 · 2 repositories · arXiv:2310.10543Syntology official (archive's flag): 6 ran · 6 ran (of which 0 constructed an object rather than computing a result; 6 with no instrument failure: 0 honoured, 0 violated, 6 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 6 harvested samples)
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Large Language Models Perform Diagnostic Reasoning 18 Jul 2023 · 1 repository · arXiv:2307.08922Syntology official (archive's flag): 5 ran · 5 ran (of which 0 constructed an object rather than computing a result; 5 with no instrument failure: 0 honoured, 0 violated, 5 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 5 harvested samples) · 5 pointer-only (licence)
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ART: Automatic multi-step reasoning and tool-use for large language models 16 Mar 2023 · 2 repositories · arXiv:2303.09014Syntology 3 ran (of which 0 constructed an object rather than computing a result; 3 with no instrument failure: 0 honoured, 0 violated, 3 with no contract checked; 0 where Syntology's instrument failed) · 1 unverified (of 4 harvested samples)
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Faithful Chain-of-Thought Reasoning 31 Jan 2023 · 1 repository · arXiv:2301.13379Syntology official (archive's flag): 8 ran · 8 ran (of which 0 constructed an object rather than computing a result; 8 with no instrument failure: 0 honoured, 0 violated, 8 with no contract checked; 0 where Syntology's instrument failed) · 1 unverified (of 9 harvested samples) · 1 pointer-only (licence)
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Automatic Chain of Thought Prompting in Large Language Models 7 Oct 2022 · 5 repositories · arXiv:2210.03493Syntology official: no sample here; runs from other or unrecorded repositories · 1 ran (of which 0 constructed an object rather than computing a result; 0 with no instrument failure: 0 honoured, 0 violated, 0 with no contract checked; 1 where Syntology's instrument failed) · 2 unverified (of 3 harvested samples) · 2 pointer-only (licence)
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Chain-of-Thought Prompting Elicits Reasoning in Large Language Models 28 Jan 2022 · 19 repositories · arXiv:2201.11903Syntology 5 ran (of which 0 constructed an object rather than computing a result; 4 with no instrument failure: 0 honoured, 0 violated, 4 with no contract checked; 1 where Syntology's instrument failed) · 2 unverified (of 7 harvested samples) · 1 pointer-only (licence)