Methods › General › Position Embeddings › Absolute Position Encodings › Papers where code ran, page 22
Absolute Position Encodings
Papers archive 2025-07-28
archive papers tagged: 13,942 · with a code link: 6,505 · where Syntology ran a sample: 2,224 (1,897 with a run with no instrument failure, 327 where every run was a failure of Syntology's instrument) Syntology
Show: all tagged papersonly where code ran (2,224 of 13,942 tagged: 1,897 with a run with no instrument failure, 327 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 22 of 23: papers 2,101 to 2,200 of the 2,224 tagged papers where Syntology ran at least one harvested sample (1,897 with a run with no instrument failure, 327 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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Non-Autoregressive Machine Translation with Latent Alignments 16 Apr 2020 · 2 repositories · arXiv:2004.07437Syntology 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) · 1 unverified (of 2 harvested samples)
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SPECTER: Document-level Representation Learning using Citation-informed Transformers 15 Apr 2020 · 5 repositories · arXiv:2004.07180Syntology official (archive's flag): 1 ran · 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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Entities as Experts: Sparse Memory Access with Entity Supervision 15 Apr 2020 · 1 repository · arXiv:2004.07202Syntology 11 ran (of which 0 constructed an object rather than computing a result; 11 with no instrument failure: 0 honoured, 0 violated, 11 with no contract checked; 0 where Syntology's instrument failed) · 3 unverified (of 14 harvested samples) · 14 pointer-only (licence)
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Will I Sound Like Me? Improving Persona Consistency in Dialogues through Pragmatic Self-Consciousness 13 Apr 2020 · 1 repository · arXiv:2004.05816Syntology 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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On the Effect of Dropping Layers of Pre-trained Transformer Models 8 Apr 2020 · 4 repositories · arXiv:2004.03844Syntology official (archive's flag): 5 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) · 1 unverified (of 8 harvested samples) · 1 pointer-only (licence)
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Better Sign Language Translation with STMC-Transformer 1 Apr 2020 · 1 repository · arXiv:2004.00588Syntology 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, 1 violated, 1 with no contract checked; 0 where Syntology's instrument failed) · 3 unverified (of 5 harvested samples) · 1 pointer-only (licence)
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Sign Language Transformers: Joint End-to-end Sign Language Recognition and Translation 30 Mar 2020 · 2 repositories · arXiv:2003.13830Syntology official (archive's flag): 5 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)
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Abstractive Text Summarization based on Language Model Conditioning and Locality Modeling 29 Mar 2020 · 1 repository · arXiv:2003.13027Syntology official (archive's flag): 2 ran · 2 ran (of which 0 constructed an object rather than computing a result; 2 with no instrument failure: 1 honoured, 0 violated, 1 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 2 harvested samples)
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Variational Transformers for Diverse Response Generation 28 Mar 2020 · 2 repositories · arXiv:2003.12738Syntology official (archive's flag): 3 ran · 3 ran (of which 0 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)
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TLDR: Token Loss Dynamic Reweighting for Reducing Repetitive Utterance Generation 26 Mar 2020 · 1 repository · arXiv:2003.11963Syntology official (archive's flag): 15 ran · 15 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; 1 where Syntology's instrument failed) · 0 unverified (of 15 harvested samples) · 15 pointer-only (licence)
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Transformer Networks for Trajectory Forecasting 18 Mar 2020 · 1 repository · arXiv:2003.08111Syntology 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) · 1 unverified (of 6 harvested samples)
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Learning to Encode Position for Transformer with Continuous Dynamical Model 13 Mar 2020 · 1 repository · arXiv:2003.09229Syntology 3 ran (of which 2 constructed an object rather than computing a result; 1 with no instrument failure: 0 honoured, 0 violated, 1 with no contract checked; 2 where Syntology's instrument failed) · 3 unverified (of 6 harvested samples) · 6 pointer-only (licence)
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ReZero is All You Need: Fast Convergence at Large Depth 10 Mar 2020 · 13 repositories · arXiv:2003.04887Syntology community repositories only · 6 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; 6 where Syntology's instrument failed) · 0 unverified (of 6 harvested samples)
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Capacity of Continuous Channels with Memory via Directed Information Neural Estimator 9 Mar 2020 · 1 repository · arXiv:2003.04179Syntology 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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Teaching Temporal Logics to Neural Networks 6 Mar 2020 · 2 repositories · arXiv:2003.04218Syntology official (archive's flag): 5 ran · 14 ran (of which 0 constructed an object rather than computing a result; 11 with no instrument failure: 2 honoured, 0 violated, 9 with no contract checked; 3 where Syntology's instrument failed) · 10 unverified (of 24 harvested samples)
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AlignTTS: Efficient Feed-Forward Text-to-Speech System without Explicit Alignment 4 Mar 2020 · 2 repositories · arXiv:2003.01950Syntology 3 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; 2 where Syntology's instrument failed) · 3 unverified (of 6 harvested samples) · 3 pointer-only (licence)
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Data Augmentation using Pre-trained Transformer Models 4 Mar 2020 · 4 repositories · arXiv:2003.02245Syntology community repositories only · 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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Heterogeneous Graph Transformer 3 Mar 2020 · 4 repositories · arXiv:2003.01332Syntology 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) · 4 unverified (of 6 harvested samples) · 3 pointer-only (licence)
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Automatic Perturbation Analysis for Scalable Certified Robustness and Beyond 28 Feb 2020 · 7 repositories · arXiv:2002.12920Syntology community repositories only · 14 ran (of which 0 constructed an object rather than computing a result; 13 with no instrument failure: 0 honoured, 2 violated, 11 with no contract checked; 1 where Syntology's instrument failed) · 4 unverified (of 18 harvested samples) · 2 pointer-only (licence)
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Sketchformer: Transformer-based Representation for Sketched Structure 24 Feb 2020 · 1 repository · arXiv:2002.10381Syntology 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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Transformer Hawkes Process 21 Feb 2020 · 3 repositories · arXiv:2002.09291Syntology official (archive's flag): 4 ran · 5 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; 1 where Syntology's instrument failed) · 0 unverified (of 5 harvested samples)
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Addressing Some Limitations of Transformers with Feedback Memory 21 Feb 2020 · 4 repositories · arXiv:2002.09402Syntology official: no sample here; runs from other or unrecorded repositories · 3 ran (of which 0 constructed an object rather than computing a result; 2 with no instrument failure: 0 honoured, 2 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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Molecule Attention Transformer 19 Feb 2020 · 7 repositories · arXiv:2002.08264Syntology official (archive's flag): 2 ran · 6 ran (of which 0 constructed an object rather than computing a result; 6 with no instrument failure: 0 honoured, 2 violated, 4 with no contract checked; 0 where Syntology's instrument failed) · 2 unverified (of 8 harvested samples) · 3 pointer-only (licence)
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Multi-layer Representation Fusion for Neural Machine Translation 16 Feb 2020 · 1 repository · arXiv:2002.06714Syntology 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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UniVL: A Unified Video and Language Pre-Training Model for Multimodal Understanding and Generation 15 Feb 2020 · 2 repositories · arXiv:2002.06353Syntology official: harvested, nothing 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) · 3 unverified (of 4 harvested samples) · 1 pointer-only (licence)
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Towards an Appropriate Query, Key, and Value Computation for Knowledge Tracing 14 Feb 2020 · 5 repositories · arXiv:2002.07033Syntology 3 ran (of which 0 constructed an object rather than computing a result; 2 with no instrument failure: 1 honoured, 1 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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On Layer Normalization in the Transformer Architecture 12 Feb 2020 · 9 repositories · arXiv:2002.04745Syntology 10 ran (of which 0 constructed an object rather than computing a result; 10 with no instrument failure: 2 honoured, 0 violated, 8 with no contract checked; 0 where Syntology's instrument failed) · 1 unverified (of 11 harvested samples)
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GLU Variants Improve Transformer 12 Feb 2020 · 27 repositories · arXiv:2002.05202Syntology 9 ran (of which 0 constructed an object rather than computing a result; 7 with no instrument failure: 3 honoured, 4 violated, 0 with no contract checked; 2 where Syntology's instrument failed) · 0 unverified (of 9 harvested samples) · 7 pointer-only (licence)
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Blank Language Models 8 Feb 2020 · 1 repository · arXiv:2002.03079Syntology official (archive's flag): 7 ran · 7 ran (of which 0 constructed an object rather than computing a result; 7 with no instrument failure: 1 honoured, 0 violated, 6 with no contract checked; 0 where Syntology's instrument failed) · 1 unverified (of 8 harvested samples) · 1 pointer-only (licence)
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Transformer Transducer: A Streamable Speech Recognition Model with Transformer Encoders and RNN-T Loss 7 Feb 2020 · 5 repositories · arXiv:2002.02562Syntology 2 ran (of which 0 constructed an object rather than computing a result; 2 with no instrument failure: 1 honoured, 0 violated, 1 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 2 harvested samples) · 1 pointer-only (licence)
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Bridging Text and Video: A Universal Multimodal Transformer for Video-Audio Scene-Aware Dialog 1 Feb 2020 · 1 repository · arXiv:2002.00163Syntology 5 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; 2 where Syntology's instrument failed) · 0 unverified (of 5 harvested samples)
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Reformer: The Efficient Transformer 13 Jan 2020 · 10 repositories · arXiv:2001.04451Syntology community repositories only · 6 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; 5 where Syntology's instrument failed) · 2 unverified (of 8 harvested samples)
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FDFtNet: Facing Off Fake Images using Fake Detection Fine-tuning Network 5 Jan 2020 · 2 repositories · arXiv:2001.01265Syntology official (archive's flag): 4 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) · 5 unverified (of 13 harvested samples)
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Explicit Sparse Transformer: Concentrated Attention Through Explicit Selection 25 Dec 2019 · 2 repositories · arXiv:1912.11637Syntology official: no sample here; runs from other or unrecorded repositories · 3 ran (of which 1 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) · 0 unverified (of 3 harvested samples) · 3 pointer-only (licence)
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Axial Attention in Multidimensional Transformers 20 Dec 2019 · 3 repositories · arXiv:1912.12180Syntology 3 ran (of which 0 constructed an object rather than computing a result; 2 with no instrument failure: 0 honoured, 2 violated, 0 with no contract checked; 1 where Syntology's instrument failed) · 0 unverified (of 3 harvested samples) · 1 pointer-only (licence)
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Temporal Fusion Transformers for Interpretable Multi-horizon Time Series Forecasting 19 Dec 2019 · 36 repositories · arXiv:1912.09363Syntology 8 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; 4 where Syntology's instrument failed) · 2 unverified (of 10 harvested samples) · 5 pointer-only (licence)
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Meshed-Memory Transformer for Image Captioning 17 Dec 2019 · 2 repositories · arXiv:1912.08226Syntology official (archive's flag): 8 ran · 8 ran (of which 0 constructed an object rather than computing a result; 6 with no instrument failure: 1 honoured, 0 violated, 5 with no contract checked; 2 where Syntology's instrument failed) · 0 unverified (of 8 harvested samples) · 3 pointer-only (licence)
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BLiMP: The Benchmark of Linguistic Minimal Pairs for English 2 Dec 2019 · 4 repositories · arXiv:1912.00582Syntology community repositories only · 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)
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Graph Transformer for Graph-to-Sequence Learning 18 Nov 2019 · 1 repository · arXiv:1911.07470Syntology 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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SMILES Transformer: Pre-trained Molecular Fingerprint for Low Data Drug Discovery 12 Nov 2019 · 1 repository · arXiv:1911.04738Syntology 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) · 1 unverified (of 4 harvested samples)
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BP-Transformer: Modelling Long-Range Context via Binary Partitioning 11 Nov 2019 · 2 repositories · arXiv:1911.04070Syntology 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) · 5 unverified (of 7 harvested samples)
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Distilling Knowledge Learned in BERT for Text Generation 10 Nov 2019 · 2 repositories · arXiv:1911.03829Syntology 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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TENER: Adapting Transformer Encoder for Named Entity Recognition 10 Nov 2019 · 6 repositories · arXiv:1911.04474Syntology community repositories only · 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)
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Fast Transformer Decoding: One Write-Head is All You Need 6 Nov 2019 · 4 repositories · arXiv:1911.02150Syntology 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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CoKE: Contextualized Knowledge Graph Embedding 6 Nov 2019 · 3 repositories · arXiv:1911.02168Syntology 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)
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DialoGPT: Large-Scale Generative Pre-training for Conversational Response Generation 1 Nov 2019 · 6 repositories · arXiv:1911.00536Syntology community repositories only · 6 ran (of which 0 constructed an object rather than computing a result; 5 with no instrument failure: 1 honoured, 0 violated, 4 with no contract checked; 1 where Syntology's instrument failed) · 6 unverified (of 12 harvested samples) · 12 pointer-only (licence)
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An Adaptive and Momental Bound Method for Stochastic Learning 27 Oct 2019 · 2 repositories · arXiv:1910.12249Syntology 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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Mockingjay: Unsupervised Speech Representation Learning with Deep Bidirectional Transformer Encoders 25 Oct 2019 · 7 repositories · arXiv:1910.12638Syntology community repositories only · 8 ran (of which 0 constructed an object rather than computing a result; 6 with no instrument failure: 1 honoured, 0 violated, 5 with no contract checked; 2 where Syntology's instrument failed) · 3 unverified (of 11 harvested samples) · 1 pointer-only (licence)
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ESPnet-TTS: Unified, Reproducible, and Integratable Open Source End-to-End Text-to-Speech Toolkit 24 Oct 2019 · 3 repositories · arXiv:1910.10909Syntology official (archive's flag): 1 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) · 1 pointer-only (licence)
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Complex Transformer: A Framework for Modeling Complex-Valued Sequence 22 Oct 2019 · 1 repository · arXiv:1910.10202Syntology official (archive's flag): 4 ran · 4 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; 0 where Syntology's instrument failed) · 1 unverified (of 5 harvested samples)
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Enhancing the Transformer with Explicit Relational Encoding for Math Problem Solving 15 Oct 2019 · 3 repositories · arXiv:1910.06611Syntology official (archive's flag): 8 ran · 8 ran (of which 0 constructed an object rather than computing a result; 8 with no instrument failure: 1 honoured, 0 violated, 7 with no contract checked; 0 where Syntology's instrument failed) · 3 unverified (of 11 harvested samples)
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Transformers without Tears: Improving the Normalization of Self-Attention 14 Oct 2019 · 5 repositories · arXiv:1910.05895Syntology 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)
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Q8BERT: Quantized 8Bit BERT 14 Oct 2019 · 5 repositories · arXiv:1910.06188Syntology official (archive's flag): 5 ran · 10 ran (of which 0 constructed an object rather than computing a result; 9 with no instrument failure: 2 honoured, 0 violated, 7 with no contract checked; 1 where Syntology's instrument failed) · 1 unverified (of 11 harvested samples) · 3 pointer-only (licence)
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Stabilizing Transformers for Reinforcement Learning 13 Oct 2019 · 5 repositories · arXiv:1910.06764Syntology 3 ran (of which 0 constructed an object rather than computing a result; 2 with no instrument failure: 0 honoured, 2 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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HuggingFace's Transformers: State-of-the-art Natural Language Processing 9 Oct 2019 · 9 repositories · arXiv:1910.03771Syntology 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) · 0 unverified (of 3 harvested samples)
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On the adequacy of untuned warmup for adaptive optimization 9 Oct 2019 · 1 repository · arXiv:1910.04209Syntology 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)
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Universal Graph Transformer Self-Attention Networks 26 Sep 2019 · 1 repository · arXiv:1909.11855Syntology official (archive's flag): 4 ran · 4 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; 2 where Syntology's instrument failed) · 0 unverified (of 4 harvested samples)
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Knowledge-Enriched Transformer for Emotion Detection in Textual Conversations 24 Sep 2019 · 1 repository · arXiv:1909.10681Syntology 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) · 0 unverified (of 3 harvested samples) · 3 pointer-only (licence)
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Unified Vision-Language Pre-Training for Image Captioning and VQA 24 Sep 2019 · 3 repositories · arXiv:1909.11059Syntology official (archive's flag): 11 ran · 11 ran (of which 0 constructed an object rather than computing a result; 8 with no instrument failure: 1 honoured, 0 violated, 7 with no contract checked; 3 where Syntology's instrument failed) · 3 unverified (of 14 harvested samples) · 14 pointer-only (licence)
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Megatron-LM: Training Multi-Billion Parameter Language Models Using Model Parallelism 17 Sep 2019 · 10 repositories · arXiv:1909.08053Syntology community repositories only · 12 ran (of which 2 constructed an object rather than computing a result; 7 with no instrument failure: 4 honoured, 0 violated, 3 with no contract checked; 5 where Syntology's instrument failed) · 35 unverified (of 47 harvested samples) · 15 pointer-only (licence)
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Tree Transformer: Integrating Tree Structures into Self-Attention 14 Sep 2019 · 3 repositories · arXiv:1909.06639Syntology community repositories only · 9 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; 2 where Syntology's instrument failed) · 1 unverified (of 10 harvested samples) · 2 pointer-only (licence)
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How Does BERT Answer Questions? A Layer-Wise Analysis of Transformer Representations 11 Sep 2019 · 2 repositories · arXiv:1909.04925Syntology 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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Span Selection Pre-training for Question Answering 9 Sep 2019 · 1 repository · arXiv:1909.04120Syntology 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) · 0 unverified (of 6 harvested samples)
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On Extractive and Abstractive Neural Document Summarization with Transformer Language Models 7 Sep 2019 · 1 repository · arXiv:1909.03186Syntology 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) · 5 unverified (of 6 harvested samples)
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KG-BERT: BERT for Knowledge Graph Completion 7 Sep 2019 · 3 repositories · arXiv:1909.03193Syntology 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) · 1 pointer-only (licence)
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Effective Use of Transformer Networks for Entity Tracking 5 Sep 2019 · 1 repository · arXiv:1909.02635Syntology official (archive's flag): 1 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) · 2 unverified (of 5 harvested samples) · 5 pointer-only (licence)
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Encode, Tag, Realize: High-Precision Text Editing 3 Sep 2019 · 5 repositories · arXiv:1909.01187Syntology official (archive's flag): 5 ran · 8 ran (of which 0 constructed an object rather than computing a result; 7 with no instrument failure: 1 honoured, 0 violated, 6 with no contract checked; 1 where Syntology's instrument failed) · 3 unverified (of 11 harvested samples) · 1 pointer-only (licence)
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Humor Detection: A Transformer Gets the Last Laugh 31 Aug 2019 · 2 repositories · arXiv:1909.00252Syntology official (archive's flag): 1 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) · 2 pointer-only (licence)
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Adaptively Sparse Transformers 30 Aug 2019 · 3 repositories · arXiv:1909.00015Syntology official (archive's flag): 2 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) · 0 unverified (of 3 harvested samples)
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Text Summarization with Pretrained Encoders 22 Aug 2019 · 19 repositories · arXiv:1908.08345Syntology community repositories only · 13 ran (of which 0 constructed an object rather than computing a result; 12 with no instrument failure: 0 honoured, 1 violated, 11 with no contract checked; 1 where Syntology's instrument failed) · 8 unverified (of 21 harvested samples) · 5 pointer-only (licence)
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Compositionality decomposed: how do neural networks generalise? 22 Aug 2019 · 1 repository · arXiv:1908.08351Syntology 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)
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VL-BERT: Pre-training of Generic Visual-Linguistic Representations 22 Aug 2019 · 3 repositories · arXiv:1908.08530Syntology 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)
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Pix2Pose: Pixel-Wise Coordinate Regression of Objects for 6D Pose Estimation 20 Aug 2019 · 3 repositories · arXiv:1908.07433Syntology 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) · 4 unverified (of 8 harvested samples)
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LXMERT: Learning Cross-Modality Encoder Representations from Transformers 20 Aug 2019 · 9 repositories · arXiv:1908.07490Syntology community repositories only · 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) · 11 unverified; every one of the 4 samples that ran constructed an object rather than computing a result (of 15 harvested samples) · 3 pointer-only (licence)
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TAPER: Time-Aware Patient EHR Representation 11 Aug 2019 · 2 repositories · arXiv:1908.03971Syntology official (archive's flag): 10 ran · 10 ran (of which 0 constructed an object rather than computing a result; 9 with no instrument failure: 1 honoured, 0 violated, 8 with no contract checked; 1 where Syntology's instrument failed) · 2 unverified (of 12 harvested samples)
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VisualBERT: A Simple and Performant Baseline for Vision and Language 9 Aug 2019 · 10 repositories · arXiv:1908.03557Syntology 4 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; 2 where Syntology's instrument failed) · 5 unverified (of 9 harvested samples) · 6 pointer-only (licence)
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ViLBERT: Pretraining Task-Agnostic Visiolinguistic Representations for Vision-and-Language Tasks 6 Aug 2019 · 11 repositories · arXiv:1908.02265Syntology 10 ran (of which 6 constructed an object rather than computing a result; 8 with no instrument failure: 0 honoured, 0 violated, 8 with no contract checked; 2 where Syntology's instrument failed) · 24 unverified (of 34 harvested samples) · 34 pointer-only (licence)
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Image-and-Spatial Transformer Networks for Structure-Guided Image Registration 22 Jul 2019 · 1 repository · arXiv:1907.09200Syntology 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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Incremental Transformer with Deliberation Decoder for Document Grounded Conversations 20 Jul 2019 · 2 repositories · arXiv:1907.08854Syntology 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)
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Facebook FAIR's WMT19 News Translation Task Submission 15 Jul 2019 · 5 repositories · arXiv:1907.06616Syntology 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) · 2 unverified (of 9 harvested samples)
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R-Transformer: Recurrent Neural Network Enhanced Transformer 12 Jul 2019 · 2 repositories · arXiv:1907.05572Syntology 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) · 2 pointer-only (licence)
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Large Memory Layers with Product Keys 10 Jul 2019 · 7 repositories · arXiv:1907.05242Syntology community repositories only · 4 ran (of which 0 constructed an object rather than computing a result; 2 with no instrument failure: 0 honoured, 2 violated, 0 with no contract checked; 2 where Syntology's instrument failed) · 0 unverified (of 4 harvested samples) · 2 pointer-only (licence)
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Multimodal Transformer Networks for End-to-End Video-Grounded Dialogue Systems 2 Jul 2019 · 1 repository · arXiv:1907.01166Syntology official (archive's flag): 1 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) · 1 unverified (of 3 harvested samples) · 1 pointer-only (licence)
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Retrieving Sequential Information for Non-Autoregressive Neural Machine Translation 22 Jun 2019 · 2 repositories · arXiv:1906.09444Syntology official (archive's flag): 5 ran · 6 ran (of which 0 constructed an object rather than computing a result; 5 with no instrument failure: 1 honoured, 0 violated, 4 with no contract checked; 1 where Syntology's instrument failed) · 2 unverified (of 8 harvested samples)
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Scheduled Sampling for Transformers 18 Jun 2019 · 1 repository · arXiv:1906.07651Syntology official (archive's flag): 2 ran · 2 ran (of which 0 constructed an object rather than computing a result; 2 with no instrument failure: 1 honoured, 1 violated, 0 with no contract checked; 0 where Syntology's instrument failed) · 1 unverified (of 3 harvested samples) · 1 pointer-only (licence)
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Image Captioning: Transforming Objects into Words 14 Jun 2019 · 4 repositories · arXiv:1906.05963Syntology official (archive's flag): 6 ran · 9 ran (of which 0 constructed an object rather than computing a result; 4 with no instrument failure: 0 honoured, 1 violated, 3 with no contract checked; 5 where Syntology's instrument failed) · 1 unverified (of 10 harvested samples) · 3 pointer-only (licence)
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Neural Arabic Question Answering 12 Jun 2019 · 1 repository · arXiv:1906.05394Syntology 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) · 1 unverified (of 7 harvested samples) · 2 pointer-only (licence)
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A Multiscale Visualization of Attention in the Transformer Model 12 Jun 2019 · 3 repositories · arXiv:1906.05714Syntology community repositories only · 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) · 0 unverified (of 3 harvested samples)
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Understanding and Improving Transformer From a Multi-Particle Dynamic System Point of View 6 Jun 2019 · 2 repositories · arXiv:1906.02762Syntology 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) · 1 unverified (of 10 harvested samples) · 1 pointer-only (licence)
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Syntactically Supervised Transformers for Faster Neural Machine Translation 6 Jun 2019 · 1 repository · arXiv:1906.02780Syntology 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)
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Learning Deep Transformer Models for Machine Translation 5 Jun 2019 · 2 repositories · arXiv:1906.01787Syntology official (archive's flag): 3 ran · 3 ran (of which 3 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) · 0 unverified; every one of the 3 samples that ran constructed an object rather than computing a result (of 3 harvested samples) · 3 pointer-only (licence)
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Multimodal Transformer for Unaligned Multimodal Language Sequences 1 Jun 2019 · 4 repositories · arXiv:1906.00295Syntology official (archive's flag): 2 ran · 8 ran (of which 3 constructed an object rather than computing a result; 5 with no instrument failure: 3 honoured, 1 violated, 1 with no contract checked; 3 where Syntology's instrument failed) · 9 unverified (of 17 harvested samples) · 10 pointer-only (licence)
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Sequence Modeling of Temporal Credit Assignment for Episodic Reinforcement Learning 31 May 2019 · 1 repository · arXiv:1905.13420Syntology 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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Hierarchical Transformers for Multi-Document Summarization 30 May 2019 · 1 repository · arXiv:1905.13164Syntology official (archive's flag): 6 ran · 6 ran (of which 0 constructed an object rather than computing a result; 5 with no instrument failure: 0 honoured, 1 violated, 4 with no contract checked; 1 where Syntology's instrument failed) · 1 unverified (of 7 harvested samples) · 2 pointer-only (licence)
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Path-Augmented Graph Transformer Network 29 May 2019 · 2 repositories · arXiv:1905.12712Syntology official (archive's flag): 6 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) · 0 unverified (of 8 harvested samples)
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FastSpeech: Fast, Robust and Controllable Text to Speech 22 May 2019 · 22 repositories · arXiv:1905.09263Syntology 10 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; 3 where Syntology's instrument failed) · 1 unverified (of 11 harvested samples) · 3 pointer-only (licence)
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Behavior Sequence Transformer for E-commerce Recommendation in Alibaba 15 May 2019 · 9 repositories · arXiv:1905.06874Syntology 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)
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Style Transformer: Unpaired Text Style Transfer without Disentangled Latent Representation 14 May 2019 · 4 repositories · arXiv:1905.05621Syntology community repositories only · 3 ran (of which 2 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) · 0 unverified (of 3 harvested samples) · 3 pointer-only (licence)
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AutoAssist: A Framework to Accelerate Training of Deep Neural Networks 8 May 2019 · 1 repository · arXiv:1905.03381Syntology 2 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; 0 where Syntology's instrument failed) · 0 unverified (of 2 harvested samples)
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Transformers with convolutional context for ASR 26 Apr 2019 · 4 repositories · arXiv:1904.11660Syntology 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) · 1 pointer-only (licence)