Methods › Natural Language Processing › Static Word Embeddings › fastText › Papers where code ran, page 1
fastText
Papers archive 2025-07-28
archive papers tagged: 240 · with a code link: 76 · where Syntology ran a sample: 10 (8 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 (10 of 240 tagged: 8 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 10 of the 10 tagged papers where Syntology ran at least one harvested sample (8 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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Imputing Out-of-Vocabulary Embeddings with LOVE Makes Language Models Robust with Little Cost 15 Mar 2022 · 1 repository · arXiv:2203.07860Syntology official (archive's flag): 2 ran · 6 ran (of which 3 constructed an object rather than computing a result; 6 with no instrument failure: 1 honoured, 2 violated, 3 with no contract checked; 0 where Syntology's instrument failed) · 1 unverified (of 7 harvested samples)
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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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DebateSum: A large-scale argument mining and summarization dataset 14 Nov 2020 · 3 repositories · arXiv:2011.07251Syntology 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) · 0 unverified (of 1 harvested sample) · 1 pointer-only (licence)
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HyperText: Endowing FastText with Hyperbolic Geometry 30 Oct 2020 · 3 repositories · arXiv:2010.16143Syntology 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) · 1 unverified (of 2 harvested samples) · 1 pointer-only (licence)
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Intrinsic Probing through Dimension Selection 6 Oct 2020 · 1 repository · arXiv:2010.02812Syntology 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) · 1 unverified (of 3 harvested samples)
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Pareto Probing: Trading Off Accuracy for Complexity 5 Oct 2020 · 1 repository · arXiv:2010.02180Syntology 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) · 0 unverified (of 3 harvested samples) · 3 pointer-only (licence)
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Taming Pretrained Transformers for Extreme Multi-label Text Classification 7 May 2019 · 2 repositories · arXiv:1905.02331Syntology 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) · 0 unverified (of 1 harvested sample)
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Multilingual Constituency Parsing with Self-Attention and Pre-Training 31 Dec 2018 · 4 repositories · arXiv:1812.11760Syntology official (archive's flag): 8 ran · 22 ran (of which 0 constructed an object rather than computing a result; 19 with no instrument failure: 0 honoured, 0 violated, 19 with no contract checked; 3 where Syntology's instrument failed) · 6 unverified (of 28 harvested samples) · 3 pointer-only (licence)
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FastText.zip: Compressing text classification models 12 Dec 2016 · 44 repositories · arXiv:1612.03651Syntology community repositories only · 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) · 7 unverified (of 18 harvested samples) · 13 pointer-only (licence)
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Enriching Word Vectors with Subword Information 15 Jul 2016 · 54 repositories · arXiv:1607.04606Syntology community repositories only · 25 ran (of which 0 constructed an object rather than computing a result; 21 with no instrument failure: 0 honoured, 0 violated, 21 with no contract checked; 4 where Syntology's instrument failed) · 6 unverified (of 31 harvested samples) · 4 pointer-only (licence)