Methods › General › Deep Tabular Learning › BiLSTM › Papers where code ran, page 1
Bidirectional LSTM
BiLSTM
Papers archive 2025-07-28
archive papers tagged: 657 · with a code link: 252 · where Syntology ran a sample: 43 (35 with a run with no instrument failure, 8 where every run was a failure of Syntology's instrument) Syntology
Show: all tagged papersonly where code ran (43 of 657 tagged: 35 with a run with no instrument failure, 8 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 43 of the 43 tagged papers where Syntology ran at least one harvested sample (35 with a run with no instrument failure, 8 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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CoVE: Compressed Vocabulary Expansion Makes Better LLM-based Recommender Systems 24 Jun 2025 · 1 repository · arXiv:2506.19993Syntology 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) · 0 unverified (of 4 harvested samples) · 4 pointer-only (licence)
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COVE: COntext and VEracity prediction for out-of-context images 3 Feb 2025 · 2 repositories · arXiv:2502.01194Syntology 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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Sequencer: Deep LSTM for Image Classification 4 May 2022 · 5 repositories · arXiv:2205.01972Syntology 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) · 5 unverified (of 9 harvested samples)
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Evaluating the Robustness of Neural Language Models to Input Perturbations 27 Aug 2021 · 1 repository · arXiv:2108.12237Syntology 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) · 0 unverified (of 1 harvested sample) · 1 pointer-only (licence)
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Curriculum learning for language modeling 4 Aug 2021 · 1 repository · arXiv:2108.02170Syntology official (archive's flag): 2 ran · 2 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; 1 where Syntology's instrument failed) · 0 unverified (of 2 harvested samples) · 1 pointer-only (licence)
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Three Sentences Are All You Need: Local Path Enhanced Document Relation Extraction 3 Jun 2021 · 1 repository · arXiv:2106.01793Syntology 3 ran (of which 3 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; every one of the 3 samples that ran constructed an object rather than computing a result (of 3 harvested samples)
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When Does Pretraining Help? Assessing Self-Supervised Learning for Law and the CaseHOLD Dataset 18 Apr 2021 · 2 repositories · arXiv:2104.08671Syntology official (archive's flag): 1 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) · 3 unverified (of 9 harvested samples)
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Large-Scale Contextualised Language Modelling for Norwegian 13 Apr 2021 · 2 repositories · arXiv:2104.06546Syntology 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) · 2 unverified (of 3 harvested samples)
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Visual Alignment Constraint for Continuous Sign Language Recognition 6 Apr 2021 · 2 repositories · arXiv:2104.02330Syntology official (archive's flag): 1 ran · 4 ran (of which 4 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; every one of the 4 samples that ran constructed an object rather than computing a result (of 5 harvested samples) · 3 pointer-only (licence)
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ONION: A Simple and Effective Defense Against Textual Backdoor Attacks 20 Nov 2020 · 2 repositories · arXiv:2011.10369Syntology official (archive's flag): 3 ran · 3 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; 3 where Syntology's instrument failed) · 1 unverified (of 4 harvested samples)
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Improving Compositional Generalization in Semantic Parsing 12 Oct 2020 · 1 repository · arXiv:2010.05647Syntology 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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All for One and One for All: Improving Music Separation by Bridging Networks 8 Oct 2020 · 5 repositories · arXiv:2010.04228Syntology official (archive's flag): 7 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) · 2 unverified (of 10 harvested samples)
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Non-Attentive Tacotron: Robust and Controllable Neural TTS Synthesis Including Unsupervised Duration Modeling 8 Oct 2020 · 6 repositories · arXiv:2010.04301Syntology 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)
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Where Are the Facts? Searching for Fact-checked Information to Alleviate the Spread of Fake News 7 Oct 2020 · 2 repositories · arXiv:2010.03159Syntology 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)
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Revisiting LSTM Networks for Semi-Supervised Text Classification via Mixed Objective Function 8 Sep 2020 · 1 repository · arXiv:2009.04007Syntology 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) · 1 unverified (of 3 harvested samples) · 3 pointer-only (licence)
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SpeedySpeech: Efficient Neural Speech Synthesis 9 Aug 2020 · 3 repositories · arXiv:2008.03802Syntology 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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Towards Debiasing Sentence Representations 16 Jul 2020 · 1 repository · arXiv:2007.08100Syntology 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, 1 violated, 0 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 1 harvested sample)
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On the Robustness of Language Encoders against Grammatical Errors 12 May 2020 · 1 repository · arXiv:2005.05683Syntology 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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Flowtron: an Autoregressive Flow-based Generative Network for Text-to-Speech Synthesis 12 May 2020 · 3 repositories · arXiv:2005.05957Syntology official (archive's flag): 9 ran · 11 ran (of which 0 constructed an object rather than computing a result; 8 with no instrument failure: 0 honoured, 1 violated, 7 with no contract checked; 3 where Syntology's instrument failed) · 8 unverified (of 19 harvested samples)
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Spying on your neighbors: Fine-grained probing of contextual embeddings for information about surrounding words 4 May 2020 · 0 repositories · arXiv:2005.01810Syntology 1 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; 0 where Syntology's instrument failed) · 0 unverified; the one sample that ran constructed an object rather than computing a result (of 1 harvested sample) · 1 pointer-only (licence)
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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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Hierarchical Contextualized Representation for Named Entity Recognition 6 Nov 2019 · 1 repository · arXiv:1911.02257Syntology official (archive's flag): 9 ran · 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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Word-level Textual Adversarial Attacking as Combinatorial Optimization 27 Oct 2019 · 1 repository · arXiv:1910.12196Syntology 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) · 1 unverified (of 2 harvested samples)
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Dual-path RNN: efficient long sequence modeling for time-domain single-channel speech separation 14 Oct 2019 · 8 repositories · arXiv:1910.06379Syntology 19 ran (of which 0 constructed an object rather than computing a result; 17 with no instrument failure: 1 honoured, 1 violated, 15 with no contract checked; 2 where Syntology's instrument failed) · 3 unverified (of 22 harvested samples)
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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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UER: An Open-Source Toolkit for Pre-training Models 12 Sep 2019 · 2 repositories · arXiv:1909.05658Syntology 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) · 2 unverified (of 3 harvested samples)
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Semantics-aware BERT for Language Understanding 5 Sep 2019 · 1 repository · arXiv:1909.02209Syntology official (archive's flag): 7 ran · 7 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; 2 where Syntology's instrument failed) · 5 unverified (of 12 harvested samples) · 3 pointer-only (licence)
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Evaluation Benchmarks and Learning Criteria for Discourse-Aware Sentence Representations 31 Aug 2019 · 2 repositories · arXiv:1909.00142Syntology 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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Publicly Available Clinical BERT Embeddings 6 Apr 2019 · 3 repositories · arXiv:1904.03323Syntology official (archive's flag): 1 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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Gender Bias in Contextualized Word Embeddings 5 Apr 2019 · 2 repositories · arXiv:1904.03310Syntology 10 ran (of which 0 constructed an object rather than computing a result; 10 with no instrument failure: 0 honoured, 0 violated, 10 with no contract checked; 0 where Syntology's instrument failed) · 2 unverified (of 12 harvested samples)
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Distilling Task-Specific Knowledge from BERT into Simple Neural Networks 28 Mar 2019 · 4 repositories · arXiv:1903.12136Syntology 9 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; 6 where Syntology's instrument failed) · 0 unverified (of 9 harvested samples)
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Passage Re-ranking with BERT 13 Jan 2019 · 6 repositories · arXiv:1901.04085Syntology official (archive's flag): 11 ran · 11 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; 2 where Syntology's instrument failed) · 2 unverified (of 13 harvested samples) · 2 pointer-only (licence)
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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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Massively Multilingual Sentence Embeddings for Zero-Shot Cross-Lingual Transfer and Beyond 26 Dec 2018 · 13 repositories · arXiv:1812.10464Syntology community repositories only · 10 ran (of which 0 constructed an object rather than computing a result; 8 with no instrument failure: 2 honoured, 0 violated, 6 with no contract checked; 2 where Syntology's instrument failed) · 0 unverified (of 10 harvested samples) · 4 pointer-only (licence)
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Summarizing Videos with Attention 5 Dec 2018 · 5 repositories · arXiv:1812.01969Syntology official (archive's flag): 11 ran · 13 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; 1 where Syntology's instrument failed) · 2 unverified (of 15 harvested samples)
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SoPa: Bridging CNNs, RNNs, and Weighted Finite-State Machines 15 May 2018 · 2 repositories · arXiv:1805.06061Syntology official (archive's flag): 2 ran · 4 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; 1 where Syntology's instrument failed) · 1 unverified (of 5 harvested samples)
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Sentence-State LSTM for Text Representation 7 May 2018 · 2 repositories · arXiv:1805.02474Syntology 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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Deep contextualized word representations 15 Feb 2018 · 46 repositories · arXiv:1802.05365Syntology 30 ran (of which 12 constructed an object rather than computing a result; 24 with no instrument failure: 2 honoured, 0 violated, 22 with no contract checked; 6 where Syntology's instrument failed) · 28 unverified (of 58 harvested samples) · 25 pointer-only (licence)
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Natural TTS Synthesis by Conditioning WaveNet on Mel Spectrogram Predictions 16 Dec 2017 · 33 repositories · arXiv:1712.05884Syntology 7 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; 5 where Syntology's instrument failed) · 0 unverified (of 7 harvested samples) · 2 pointer-only (licence)
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Learned in Translation: Contextualized Word Vectors 1 Aug 2017 · 5 repositories · arXiv:1708.00107Syntology community repositories only · 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) · 2 pointer-only (licence)
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Bilateral Multi-Perspective Matching for Natural Language Sentences 13 Feb 2017 · 10 repositories · arXiv:1702.03814Syntology 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) · 1 pointer-only (licence)
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Simple and Accurate Dependency Parsing Using Bidirectional LSTM Feature Representations 14 Mar 2016 · 1 repository · arXiv:1603.04351Syntology 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) · 4 unverified (of 7 harvested samples)
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Named Entity Recognition with Bidirectional LSTM-CNNs 26 Nov 2015 · 14 repositories · arXiv:1511.08308Syntology 9 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; 2 where Syntology's instrument failed) · 0 unverified (of 9 harvested samples) · 4 pointer-only (licence)