Methods › General › Structured Prediction › CRF › Papers where code ran, page 1
Conditional Random Field
CRF
Papers archive 2025-07-28
archive papers tagged: 468 · with a code link: 159 · where Syntology ran a sample: 20 (19 with a run with no instrument failure, 1 where every run was a failure of Syntology's instrument) Syntology
Show: all tagged papersonly where code ran (20 of 468 tagged: 19 with a run with no instrument failure, 1 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 20 of the 20 tagged papers where Syntology ran at least one harvested sample (19 with a run with no instrument failure, 1 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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UDAMA: Unsupervised Domain Adaptation through Multi-discriminator Adversarial Training with Noisy Labels Improves Cardio-fitness Prediction 31 Jul 2023 · 1 repository · arXiv:2307.16651Syntology 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) · 0 unverified (of 3 harvested samples) · 3 pointer-only (licence)
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Unsupervised Semantic Segmentation by Distilling Feature Correspondences 16 Mar 2022 · 3 repositories · arXiv:2203.08414Syntology official (archive's flag): 3 ran · 11 ran (of which 0 constructed an object rather than computing a result; 7 with no instrument failure: 2 honoured, 0 violated, 5 with no contract checked; 4 where Syntology's instrument failed) · 3 unverified (of 14 harvested samples) · 1 pointer-only (licence)
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Regularized Frank-Wolfe for Dense CRFs: Generalizing Mean Field and Beyond 27 Oct 2021 · 1 repository · arXiv:2110.14759Syntology official (archive's flag): 4 ran · 4 ran (of which 1 constructed an object rather than computing a result; 1 with no instrument failure: 0 honoured, 0 violated, 1 with no contract checked; 3 where Syntology's instrument failed) · 1 unverified (of 5 harvested samples)
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Adversarial Feature Augmentation and Normalization for Visual Recognition 22 Mar 2021 · 1 repository · arXiv:2103.12171Syntology 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) · 6 unverified (of 11 harvested samples)
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Efficient semidefinite-programming-based inference for binary and multi-class MRFs 4 Dec 2020 · 1 repository · arXiv:2012.02661Syntology official (archive's flag): 7 ran · 7 ran (of which 0 constructed an object rather than computing a result; 5 with no instrument failure: 5 honoured, 0 violated, 0 with no contract checked; 2 where Syntology's instrument failed) · 2 unverified (of 9 harvested samples)
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AIN: Fast and Accurate Sequence Labeling with Approximate Inference Network 17 Sep 2020 · 1 repository · arXiv:2009.08229Syntology official: harvested, nothing 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) · 2 unverified (of 4 harvested samples) · 1 pointer-only (licence)
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Fast and Accurate Neural CRF Constituency Parsing 9 Aug 2020 · 2 repositories · arXiv:2008.03736Syntology official (archive's flag): 1 ran · 3 ran (of which 2 constructed an object rather than computing a result; 2 with no instrument failure: 0 honoured, 0 violated, 2 with no contract checked; 1 where Syntology's instrument failed) · 0 unverified (of 3 harvested samples)
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SciREX: A Challenge Dataset for Document-Level Information Extraction 1 May 2020 · 1 repository · arXiv:2005.00512Syntology official (archive's flag): 2 ran · 2 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; 2 where Syntology's instrument failed) · 0 unverified (of 2 harvested samples)
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FDA: Fourier Domain Adaptation for Semantic Segmentation 11 Apr 2020 · 3 repositories · arXiv:2004.05498Syntology official (archive's flag): 1 ran · 2 ran (of which 0 constructed an object rather than computing a result; 1 with no instrument failure: 0 honoured, 1 violated, 0 with no contract checked; 1 where Syntology's instrument failed) · 1 unverified (of 3 harvested samples) · 3 pointer-only (licence)
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Learning Dynamic Routing for Semantic Segmentation 23 Mar 2020 · 1 repository · arXiv:2003.10401Syntology 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) · 0 unverified (of 3 harvested samples) · 3 pointer-only (licence)
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Hierarchical Multi-Task Natural Language Understanding for Cross-domain Conversational AI: HERMIT NLU 2 Oct 2019 · 1 repository · arXiv:1910.00912Syntology 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) · 0 unverified (of 3 harvested samples)
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Portuguese Named Entity Recognition using BERT-CRF 23 Sep 2019 · 1 repository · arXiv:1909.10649Syntology official (archive's flag): 3 ran · 3 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; 1 where Syntology's instrument failed) · 0 unverified (of 3 harvested samples) · 3 pointer-only (licence)
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Learning Named Entity Tagger using Domain-Specific Dictionary 10 Sep 2018 · 1 repository · arXiv:1809.03599Syntology official (archive's flag): 7 ran · 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) · 3 unverified (of 10 harvested samples)
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Evaluating the Utility of Hand-crafted Features in Sequence Labelling 28 Aug 2018 · 1 repository · arXiv:1808.09075Syntology official (archive's flag): 6 ran · 6 ran (of which 0 constructed an object rather than computing a result; 3 with no instrument failure: 3 honoured, 0 violated, 0 with no contract checked; 3 where Syntology's instrument failed) · 0 unverified (of 6 harvested samples)
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NCRF++: An Open-source Neural Sequence Labeling Toolkit 14 Jun 2018 · 3 repositories · arXiv:1806.05626Syntology community repositories only · 9 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; 1 where Syntology's instrument failed) · 0 unverified (of 9 harvested samples)
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Adaptive Affinity Fields for Semantic Segmentation 27 Mar 2018 · 1 repository · arXiv:1803.10335Syntology 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) · 0 unverified (of 1 harvested sample) · 1 pointer-only (licence)
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DeepLab: Semantic Image Segmentation with Deep Convolutional Nets, Atrous Convolution, and Fully Connected CRFs 2 Jun 2016 · 47 repositories · arXiv:1606.00915Syntology 43 ran (of which 12 constructed an object rather than computing a result; 39 with no instrument failure: 1 honoured, 0 violated, 38 with no contract checked; 4 where Syntology's instrument failed) · 20 unverified (of 63 harvested samples) · 18 pointer-only (licence)
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End-to-end Sequence Labeling via Bi-directional LSTM-CNNs-CRF 4 Mar 2016 · 25 repositories · arXiv:1603.01354Syntology 24 ran (of which 0 constructed an object rather than computing a result; 22 with no instrument failure: 2 honoured, 0 violated, 20 with no contract checked; 2 where Syntology's instrument failed) · 0 unverified (of 24 harvested samples) · 3 pointer-only (licence)
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Bidirectional LSTM-CRF Models for Sequence Tagging 9 Aug 2015 · 25 repositories · arXiv:1508.01991Syntology 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) · 0 unverified (of 8 harvested samples)
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Conditional Random Fields as Recurrent Neural Networks 11 Feb 2015 · 6 repositories · arXiv:1502.03240Syntology official (archive's flag): 1 ran · 7 ran (of which 0 constructed an object rather than computing a result; 7 with no instrument failure: 0 honoured, 1 violated, 6 with no contract checked; 0 where Syntology's instrument failed) · 1 unverified (of 8 harvested samples) · 2 pointer-only (licence)