Methods › Reinforcement Learning › Reinforcement Learning Frameworks › AM › Papers where code ran, page 1
Attention Model
AM
Papers archive 2025-07-28
archive papers tagged: 274 · with a code link: 62 · where Syntology ran a sample: 11 (11 with a run with no instrument failure, 0 where every run was a failure of Syntology's instrument) Syntology
Show: all tagged papersonly where code ran (11 of 274 tagged: 11 with a run with no instrument failure, 0 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 11 of the 11 tagged papers where Syntology ran at least one harvested sample (11 with a run with no instrument failure, 0 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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SVRPBench: A Realistic Benchmark for Stochastic Vehicle Routing Problem 28 May 2025 · 1 repository · arXiv:2505.21887Syntology official (archive's flag): 2 ran · 2 ran (of which 0 constructed an object rather than computing a result; 2 with no instrument failure: 0 honoured, 0 violated, 2 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 2 harvested samples)
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Counterfactual Token Generation in Large Language Models 25 Sep 2024 · 1 repository · arXiv:2409.17027Syntology official (archive's flag): 10 ran · 10 ran (of which 0 constructed an object rather than computing a result; 9 with no instrument failure: 0 honoured, 0 violated, 9 with no contract checked; 1 where Syntology's instrument failed) · 0 unverified (of 10 harvested samples) · 10 pointer-only (licence)
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MeshAnything V2: Artist-Created Mesh Generation With Adjacent Mesh Tokenization 5 Aug 2024 · 1 repository · arXiv:2408.02555Syntology official (archive's flag): 14 ran · 14 ran (of which 0 constructed an object rather than computing a result; 14 with no instrument failure: 0 honoured, 0 violated, 14 with no contract checked; 0 where Syntology's instrument failed) · 1 unverified (of 15 harvested samples) · 15 pointer-only (licence)
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Me, Myself, and AI: The Situational Awareness Dataset (SAD) for LLMs 5 Jul 2024 · 1 repository · arXiv:2407.04694Syntology 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) · 1 unverified (of 7 harvested samples) · 7 pointer-only (licence)
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CoS: Enhancing Personalization and Mitigating Bias with Context Steering 2 May 2024 · 1 repository · arXiv:2405.01768Syntology 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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Personalized Autonomous Driving with Large Language Models: Field Experiments 14 Dec 2023 · 1 repository · arXiv:2312.09397Syntology 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) · 3 unverified (of 6 harvested samples)
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RL4CO: an Extensive Reinforcement Learning for Combinatorial Optimization Benchmark 29 Jun 2023 · 3 repositories · arXiv:2306.17100Syntology official (archive's flag): 9 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) · 4 unverified (of 16 harvested samples) · 3 pointer-only (licence)
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End-to-end Differentiable Clustering with Associative Memories 5 Jun 2023 · 1 repository · arXiv:2306.03209Syntology official (archive's flag): 9 ran · 9 ran (of which 0 constructed an object rather than computing a result; 9 with no instrument failure: 0 honoured, 0 violated, 9 with no contract checked; 0 where Syntology's instrument failed) · 3 unverified (of 12 harvested samples)
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Fast semantic parsing with well-typedness guarantees 15 Sep 2020 · 1 repository · arXiv:2009.07365Syntology official: no sample here; runs from other or unrecorded repositories · 9 ran (of which 7 constructed an object rather than computing a result; 7 with no instrument failure: 0 honoured, 0 violated, 7 with no contract checked; 2 where Syntology's instrument failed) · 1 unverified (of 10 harvested samples) · 10 pointer-only (licence)
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Beyond Backprop: Online Alternating Minimization with Auxiliary Variables 24 Jun 2018 · 1 repository · arXiv:1806.09077Syntology official (archive's flag): 3 ran · 3 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; 2 where Syntology's instrument failed) · 1 unverified (of 4 harvested samples)
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Attention, Learn to Solve Routing Problems! 22 Mar 2018 · 15 repositories · arXiv:1803.08475Syntology official (archive's flag): 3 ran · 27 ran (of which 0 constructed an object rather than computing a result; 20 with no instrument failure: 3 honoured, 0 violated, 17 with no contract checked; 7 where Syntology's instrument failed) · 13 unverified (of 40 harvested samples) · 5 pointer-only (licence)