Methods › General › Lifelong Learning › Self-Learning › Papers where code ran, page 1
Self-Learning
Papers archive 2025-07-28
archive papers tagged: 235 · with a code link: 89 · where Syntology ran a sample: 15 (15 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 (15 of 235 tagged: 15 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 15 of the 15 tagged papers where Syntology ran at least one harvested sample (15 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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Boosting Scientific Concepts Understanding: Can Analogy from Teacher Models Empower Student Models? 17 Jun 2024 · 1 repository · arXiv:2406.11375Syntology 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) · 3 unverified (of 8 harvested samples) · 8 pointer-only (licence)
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Job-SDF: A Multi-Granularity Dataset for Job Skill Demand Forecasting and Benchmarking 17 Jun 2024 · 1 repository · arXiv:2406.11920Syntology official (archive's flag): 7 ran · 7 ran (of which 0 constructed an object rather than computing a result; 4 with no instrument failure: 1 honoured, 0 violated, 3 with no contract checked; 3 where Syntology's instrument failed) · 0 unverified (of 7 harvested samples) · 7 pointer-only (licence)
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Toward Self-Improvement of LLMs via Imagination, Searching, and Criticizing 18 Apr 2024 · 1 repository · arXiv:2404.12253Syntology official (archive's flag): 14 ran · 14 ran (of which 1 constructed an object rather than computing a result; 12 with no instrument failure: 0 honoured, 1 violated, 11 with no contract checked; 2 where Syntology's instrument failed) · 4 unverified (of 18 harvested samples) · 18 pointer-only (licence)
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KnowAgent: Knowledge-Augmented Planning for LLM-Based Agents 5 Mar 2024 · 1 repository · arXiv:2403.03101Syntology official (archive's flag): 11 ran · 11 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; 3 where Syntology's instrument failed) · 0 unverified (of 11 harvested samples)
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SPO: Sequential Monte Carlo Policy Optimisation 12 Feb 2024 · 1 repository · arXiv:2402.07963Syntology 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) · 1 unverified (of 5 harvested samples)
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Self-Improving for Zero-Shot Named Entity Recognition with Large Language Models 15 Nov 2023 · 1 repository · arXiv:2311.08921Syntology official (archive's flag): 7 ran · 7 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; 1 where Syntology's instrument failed) · 0 unverified (of 7 harvested samples) · 7 pointer-only (licence)
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EventCLIP: Adapting CLIP for Event-based Object Recognition 10 Jun 2023 · 1 repository · arXiv:2306.06354Syntology 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) · 1 unverified (of 10 harvested samples)
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TeSLA: Test-Time Self-Learning With Automatic Adversarial Augmentation 17 Mar 2023 · 1 repository · arXiv:2303.09870Syntology official (archive's flag): 6 ran · 6 ran (of which 0 constructed an object rather than computing a result; 5 with no instrument failure: 2 honoured, 0 violated, 3 with no contract checked; 1 where Syntology's instrument failed) · 0 unverified (of 6 harvested samples) · 2 pointer-only (licence)
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MixSpeech: Cross-Modality Self-Learning with Audio-Visual Stream Mixup for Visual Speech Translation and Recognition 9 Mar 2023 · 2 repositories · arXiv:2303.05309Syntology community repositories only · 7 ran (of which 0 constructed an object rather than computing a result; 7 with no instrument failure: 0 honoured, 0 violated, 7 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 7 harvested samples) · 3 pointer-only (licence)
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STEMM: Self-learning with Speech-text Manifold Mixup for Speech Translation 20 Mar 2022 · 1 repository · arXiv:2203.10426Syntology official (archive's flag): 1 ran · 1 ran (of which 0 constructed an object rather than computing a result; 1 with no instrument failure: 0 honoured, 0 violated, 1 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 1 harvested sample) · 1 pointer-only (licence)
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Improving Word Translation via Two-Stage Contrastive Learning 15 Mar 2022 · 1 repository · arXiv:2203.08307Syntology official (archive's flag): 2 ran · 5 ran (of which 1 constructed an object rather than computing a result; 2 with no instrument failure: 0 honoured, 0 violated, 2 with no contract checked; 3 where Syntology's instrument failed) · 1 unverified (of 6 harvested samples) · 4 pointer-only (licence)
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Unsupervised Change Detection of Extreme Events Using ML On-Board 4 Nov 2021 · 1 repository · arXiv:2111.02995Syntology official (archive's flag): 7 ran · 7 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; 0 where Syntology's instrument failed) · 1 unverified; every one of the 7 samples that ran constructed an object rather than computing a result (of 8 harvested samples) · 8 pointer-only (licence)
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Learning to Relate Depth and Semantics for Unsupervised Domain Adaptation 17 May 2021 · 1 repository · arXiv:2105.07830Syntology official (archive's flag): 3 ran · 3 ran (of which 1 constructed an object rather than computing a result; 3 with no instrument failure: 1 honoured, 0 violated, 2 with no contract checked; 0 where Syntology's instrument failed) · 1 unverified (of 4 harvested samples) · 4 pointer-only (licence)
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If your data distribution shifts, use self-learning 27 Apr 2021 · 1 repository · arXiv:2104.12928Syntology 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)
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Self-Learning Transformations for Improving Gaze and Head Redirection 23 Oct 2020 · 2 repositories · arXiv:2010.12307Syntology official (archive's flag): 3 ran · 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) · 2 unverified (of 5 harvested samples)