Methods › General › Skip Connections › Residual Connection › Papers where code ran, page 36
Residual Connection
Papers archive 2025-07-28
archive papers tagged: 28,401 · with a code link: 12,847 · where Syntology ran a sample: 3,897 (3,291 with a run with no instrument failure, 606 where every run was a failure of Syntology's instrument) Syntology
Show: all tagged papersonly where code ran (3,897 of 28,401 tagged: 3,291 with a run with no instrument failure, 606 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 36 of 39: papers 3,501 to 3,600 of the 3,897 tagged papers where Syntology ran at least one harvested sample (3,291 with a run with no instrument failure, 606 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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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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Sparse Weight Activation Training 7 Jan 2020 · 1 repository · arXiv:2001.01969Syntology official (archive's flag): 3 ran · 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) · 1 unverified; every one of the 3 samples that ran constructed an object rather than computing a result (of 4 harvested samples) · 4 pointer-only (licence)
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Mutual Mean-Teaching: Pseudo Label Refinery for Unsupervised Domain Adaptation on Person Re-identification 6 Jan 2020 · 2 repositories · arXiv:2001.01526Syntology official (archive's flag): 5 ran · 8 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; 6 where Syntology's instrument failed) · 0 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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Stacked DeBERT: All Attention in Incomplete Data for Text Classification 1 Jan 2020 · 1 repository · arXiv:2001.00137Syntology official (archive's flag): 2 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) · 1 pointer-only (licence)
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ZeroQ: A Novel Zero Shot Quantization Framework 1 Jan 2020 · 3 repositories · arXiv:2001.00281Syntology community repositories only · 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) · 12 unverified (of 19 harvested samples) · 2 pointer-only (licence)
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PAC Confidence Sets for Deep Neural Networks via Calibrated Prediction 31 Dec 2019 · 2 repositories · arXiv:2001.00106Syntology 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) · 4 unverified (of 11 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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Big Transfer (BiT): General Visual Representation Learning 24 Dec 2019 · 9 repositories · arXiv:1912.11370Syntology community repositories only · 9 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; 2 where Syntology's instrument failed) · 1 unverified (of 10 harvested samples)
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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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BERTje: A Dutch BERT Model 19 Dec 2019 · 2 repositories · arXiv:1912.09582Syntology official (archive's flag): 2 ran · 4 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; 2 where Syntology's instrument failed) · 1 unverified (of 5 harvested samples)
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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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Dynamic Convolutions: Exploiting Spatial Sparsity for Faster Inference 6 Dec 2019 · 1 repository · arXiv:1912.03203Syntology official (archive's flag): 4 ran · 4 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; 3 where Syntology's instrument failed) · 1 unverified (of 5 harvested samples) · 5 pointer-only (licence)
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Bridging the Gap Between Anchor-based and Anchor-free Detection via Adaptive Training Sample Selection 5 Dec 2019 · 13 repositories · arXiv:1912.02424Syntology 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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AugMix: A Simple Data Processing Method to Improve Robustness and Uncertainty 5 Dec 2019 · 15 repositories · arXiv:1912.02781Syntology official (archive's flag): 12 ran · 46 ran (of which 0 constructed an object rather than computing a result; 9 with no instrument failure: 4 honoured, 2 violated, 3 with no contract checked; 37 where Syntology's instrument failed) · 5 unverified (of 51 harvested samples) · 25 pointer-only (licence)
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Self-Supervised Learning of Pretext-Invariant Representations 4 Dec 2019 · 7 repositories · arXiv:1912.01991Syntology 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) · 1 unverified; every one of the 3 samples that ran constructed an object rather than computing a result (of 4 harvested samples) · 4 pointer-only (licence)
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Analyzing and Improving the Image Quality of StyleGAN 3 Dec 2019 · 126 repositories · arXiv:1912.04958Syntology official: harvested, nothing ran · 68 ran (of which 0 constructed an object rather than computing a result; 50 with no instrument failure: 3 honoured, 6 violated, 41 with no contract checked; 18 where Syntology's instrument failed) · 24 unverified (of 92 harvested samples) · 25 pointer-only (licence)
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YOLACT++: Better Real-time Instance Segmentation 3 Dec 2019 · 36 repositories · arXiv:1912.06218Syntology official (archive's flag): 5 ran · 37 ran (of which 0 constructed an object rather than computing a result; 33 with no instrument failure: 2 honoured, 2 violated, 29 with no contract checked; 4 where Syntology's instrument failed) · 6 unverified (of 43 harvested samples) · 5 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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LOGAN: Latent Optimisation for Generative Adversarial Networks 2 Dec 2019 · 1 repository · arXiv:1912.00953Syntology 5 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; 1 where Syntology's instrument failed) · 3 unverified (of 8 harvested samples) · 2 pointer-only (licence)
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What's Hidden in a Randomly Weighted Neural Network? 29 Nov 2019 · 4 repositories · arXiv:1911.13299Syntology official (archive's flag): 5 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) · 5 pointer-only (licence)
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GhostNet: More Features from Cheap Operations 27 Nov 2019 · 33 repositories · arXiv:1911.11907Syntology community repositories only · 19 ran (of which 0 constructed an object rather than computing a result; 16 with no instrument failure: 2 honoured, 0 violated, 14 with no contract checked; 3 where Syntology's instrument failed) · 4 unverified (of 23 harvested samples) · 5 pointer-only (licence)
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Semantic Hierarchy Emerges in Deep Generative Representations for Scene Synthesis 21 Nov 2019 · 2 repositories · arXiv:1911.09267Syntology 4 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; 2 where Syntology's instrument failed) · 1 unverified (of 5 harvested samples) · 1 pointer-only (licence)
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Automatically Neutralizing Subjective Bias in Text 21 Nov 2019 · 1 repository · arXiv:1911.09709Syntology official (archive's flag): 12 ran · 12 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; 0 where Syntology's instrument failed) · 1 unverified (of 13 harvested samples)
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Filter Response Normalization Layer: Eliminating Batch Dependence in the Training of Deep Neural Networks 21 Nov 2019 · 16 repositories · arXiv:1911.09737Syntology 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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Real-time Scene Text Detection with Differentiable Binarization 20 Nov 2019 · 15 repositories · arXiv:1911.08947Syntology community repositories only · 20 ran (of which 0 constructed an object rather than computing a result; 17 with no instrument failure: 0 honoured, 0 violated, 17 with no contract checked; 3 where Syntology's instrument failed) · 5 unverified (of 25 harvested samples) · 1 pointer-only (licence)
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Mastering Atari, Go, Chess and Shogi by Planning with a Learned Model 19 Nov 2019 · 18 repositories · arXiv:1911.08265Syntology 43 ran (of which 36 constructed an object rather than computing a result; 43 with no instrument failure: 4 honoured, 0 violated, 39 with no contract checked; 0 where Syntology's instrument failed) · 21 unverified (of 64 harvested samples) · 62 pointer-only (licence)
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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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CenterMask : Real-Time Anchor-Free Instance Segmentation 15 Nov 2019 · 8 repositories · arXiv:1911.06667Syntology official (archive's flag): 1 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) · 0 unverified (of 2 harvested samples) · 2 pointer-only (licence)
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Compressive Transformers for Long-Range Sequence Modelling 13 Nov 2019 · 6 repositories · arXiv:1911.05507Syntology 6 ran (of which 0 constructed an object rather than computing a result; 5 with no instrument failure: 0 honoured, 2 violated, 3 with no contract checked; 1 where Syntology's instrument failed) · 5 unverified (of 11 harvested samples)
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Momentum Contrast for Unsupervised Visual Representation Learning 13 Nov 2019 · 44 repositories · arXiv:1911.05722Syntology community repositories only · 28 ran (of which 16 constructed an object rather than computing a result; 23 with no instrument failure: 0 honoured, 0 violated, 23 with no contract checked; 5 where Syntology's instrument failed) · 14 unverified (of 42 harvested samples) · 19 pointer-only (licence)
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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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RAT-SQL: Relation-Aware Schema Encoding and Linking for Text-to-SQL Parsers 10 Nov 2019 · 4 repositories · arXiv:1911.04942Syntology official (archive's flag): 5 ran · 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) · 2 unverified (of 7 harvested samples) · 4 pointer-only (licence)
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ConveRT: Efficient and Accurate Conversational Representations from Transformers 9 Nov 2019 · 5 repositories · arXiv:1911.03688Syntology 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) · 1 unverified (of 9 harvested samples)
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Grounded Conversation Generation as Guided Traverses in Commonsense Knowledge Graphs 7 Nov 2019 · 2 repositories · arXiv:1911.02707Syntology official (archive's flag): 6 ran · 6 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; 0 where Syntology's instrument failed) · 0 unverified (of 6 harvested samples)
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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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Unsupervised Cross-lingual Representation Learning at Scale 5 Nov 2019 · 35 repositories · arXiv:1911.02116Syntology official (archive's flag): 12 ran · 40 ran (of which 13 constructed an object rather than computing a result; 35 with no instrument failure: 4 honoured, 1 violated, 30 with no contract checked; 5 where Syntology's instrument failed) · 19 unverified (of 59 harvested samples) · 52 pointer-only (licence)
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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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Multi-Stage Document Ranking with BERT 31 Oct 2019 · 3 repositories · arXiv:1910.14424Syntology 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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Do Multi-hop Readers Dream of Reasoning Chains? 31 Oct 2019 · 1 repository · arXiv:1910.14520Syntology official (archive's flag): 9 ran · 9 ran (of which 0 constructed an object rather than computing a result; 6 with no instrument failure: 2 honoured, 1 violated, 3 with no contract checked; 3 where Syntology's instrument failed) · 2 unverified (of 11 harvested samples) · 2 pointer-only (licence)
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Masked Language Model Scoring 31 Oct 2019 · 6 repositories · arXiv:1910.14659Syntology official: no sample here; runs from other or unrecorded repositories · 10 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; 3 where Syntology's instrument failed) · 0 unverified (of 10 harvested samples) · 3 pointer-only (licence)
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Discourse-Aware Neural Extractive Text Summarization 30 Oct 2019 · 1 repository · arXiv:1910.14142Syntology official (archive's flag): 10 ran · 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) · 1 unverified (of 11 harvested samples) · 1 pointer-only (licence)
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BART: Denoising Sequence-to-Sequence Pre-training for Natural Language Generation, Translation, and Comprehension 29 Oct 2019 · 47 repositories · arXiv:1910.13461Syntology 40 ran (of which 7 constructed an object rather than computing a result; 31 with no instrument failure: 1 honoured, 1 violated, 29 with no contract checked; 9 where Syntology's instrument failed) · 13 unverified (of 53 harvested samples) · 13 pointer-only (licence)
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Inducing brain-relevant bias in natural language processing models 29 Oct 2019 · 1 repository · arXiv:1911.03268Syntology official (archive's flag): 2 ran · 3 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; 2 where Syntology's instrument failed) · 1 unverified (of 4 harvested samples) · 4 pointer-only (licence)
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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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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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On the Cross-lingual Transferability of Monolingual Representations 25 Oct 2019 · 7 repositories · arXiv:1910.11856Syntology 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) · 1 unverified (of 7 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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Exploring the Limits of Transfer Learning with a Unified Text-to-Text Transformer 23 Oct 2019 · 57 repositories · arXiv:1910.10683Syntology 21 ran (of which 0 constructed an object rather than computing a result; 20 with no instrument failure: 1 honoured, 0 violated, 19 with no contract checked; 1 where Syntology's instrument failed) · 10 unverified (of 31 harvested samples)
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MRQA 2019 Shared Task: Evaluating Generalization in Reading Comprehension 22 Oct 2019 · 1 repository · arXiv:1910.09753Syntology official (archive's flag): 3 ran · 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)
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Self-Correction for Human Parsing 22 Oct 2019 · 2 repositories · arXiv:1910.09777Syntology official (archive's flag): 2 ran · 3 ran (of which 0 constructed an object rather than computing a result; 3 with no instrument failure: 1 honoured, 1 violated, 1 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 3 harvested samples)
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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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BERTRAM: Improved Word Embeddings Have Big Impact on Contextualized Model Performance 16 Oct 2019 · 1 repository · arXiv:1910.07181Syntology 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, 3 violated, 0 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 3 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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Answering Complex Open-domain Questions Through Iterative Query Generation 15 Oct 2019 · 1 repository · arXiv:1910.07000Syntology 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) · 1 pointer-only (licence)
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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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vq-wav2vec: Self-Supervised Learning of Discrete Speech Representations 12 Oct 2019 · 3 repositories · arXiv:1910.05453Syntology 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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Structured Pruning of Large Language Models 10 Oct 2019 · 2 repositories · arXiv:1910.04732Syntology 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) · 4 unverified (of 12 harvested samples) · 2 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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ECA-Net: Efficient Channel Attention for Deep Convolutional Neural Networks 8 Oct 2019 · 13 repositories · arXiv:1910.03151Syntology official (archive's flag): 3 ran · 3 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; 1 where Syntology's instrument failed) · 5 unverified (of 8 harvested samples) · 1 pointer-only (licence)
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TorchBeast: A PyTorch Platform for Distributed RL 8 Oct 2019 · 3 repositories · arXiv:1910.03552Syntology official (archive's flag): 3 ran · 6 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; 4 where Syntology's instrument failed) · 3 unverified (of 9 harvested samples) · 3 pointer-only (licence)
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MelGAN: Generative Adversarial Networks for Conditional Waveform Synthesis 8 Oct 2019 · 21 repositories · arXiv:1910.06711Syntology official (archive's flag): 1 ran · 6 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; 4 where Syntology's instrument failed) · 1 unverified (of 7 harvested samples) · 1 pointer-only (licence)
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BERT for Evidence Retrieval and Claim Verification 7 Oct 2019 · 2 repositories · arXiv:1910.02655Syntology 4 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; 4 where Syntology's instrument failed) · 2 unverified (of 6 harvested samples) · 6 pointer-only (licence)
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ZeRO: Memory Optimizations Toward Training Trillion Parameter Models 4 Oct 2019 · 10 repositories · arXiv:1910.02054Syntology community repositories only · 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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Fine-grained Sentiment Classification using BERT 4 Oct 2019 · 1 repository · arXiv:1910.03474Syntology 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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DistilBERT, a distilled version of BERT: smaller, faster, cheaper and lighter 2 Oct 2019 · 37 repositories · arXiv:1910.01108Syntology official (archive's flag): 1 ran · 21 ran (of which 5 constructed an object rather than computing a result; 13 with no instrument failure: 3 honoured, 1 violated, 9 with no contract checked; 8 where Syntology's instrument failed) · 6 unverified (of 27 harvested samples) · 2 pointer-only (licence)
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Linking artificial and human neural representations of language 2 Oct 2019 · 1 repository · arXiv:1910.01244Syntology 8 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; 4 where Syntology's instrument failed) · 3 unverified (of 11 harvested samples) · 3 pointer-only (licence)
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A Large-scale Study of Representation Learning with the Visual Task Adaptation Benchmark 1 Oct 2019 · 2 repositories · arXiv:1910.04867Syntology 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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RandAugment: Practical automated data augmentation with a reduced search space 30 Sep 2019 · 19 repositories · arXiv:1909.13719Syntology 58 ran (of which 1 constructed an object rather than computing a result; 7 with no instrument failure: 0 honoured, 1 violated, 6 with no contract checked; 51 where Syntology's instrument failed) · 7 unverified (of 65 harvested samples) · 17 pointer-only (licence)
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PolarMask: Single Shot Instance Segmentation with Polar Representation 29 Sep 2019 · 2 repositories · arXiv:1909.13226Syntology 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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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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ALBERT: A Lite BERT for Self-supervised Learning of Language Representations 26 Sep 2019 · 48 repositories · arXiv:1909.11942Syntology official (archive's flag): 6 ran · 81 ran (of which 17 constructed an object rather than computing a result; 59 with no instrument failure: 4 honoured, 0 violated, 55 with no contract checked; 22 where Syntology's instrument failed) · 45 unverified (of 126 harvested samples) · 28 pointer-only (licence)
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High Fidelity Speech Synthesis with Adversarial Networks 25 Sep 2019 · 3 repositories · arXiv:1909.11646Syntology official (archive's flag): 1 ran · 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) · 2 unverified (of 5 harvested samples) · 4 pointer-only (licence)
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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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Segmentation Transformer: Object-Contextual Representations for Semantic Segmentation 24 Sep 2019 · 11 repositories · arXiv:1909.11065Syntology official (archive's flag): 1 ran · 5 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; 4 where Syntology's instrument failed) · 4 unverified (of 9 harvested samples) · 1 pointer-only (licence)
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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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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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Addressing Semantic Drift in Question Generation for Semi-Supervised Question Answering 13 Sep 2019 · 2 repositories · arXiv:1909.06356Syntology official (archive's flag): 13 ran · 13 ran (of which 0 constructed an object rather than computing a result; 11 with no instrument failure: 2 honoured, 1 violated, 8 with no contract checked; 2 where Syntology's instrument failed) · 6 unverified (of 19 harvested samples) · 1 pointer-only (licence)
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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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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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CTRL: A Conditional Transformer Language Model for Controllable Generation 11 Sep 2019 · 8 repositories · arXiv:1909.05858Syntology 14 ran (of which 3 constructed an object rather than computing a result; 11 with no instrument failure: 3 honoured, 1 violated, 7 with no contract checked; 3 where Syntology's instrument failed) · 0 unverified (of 14 harvested samples)
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Video Representation Learning by Dense Predictive Coding 10 Sep 2019 · 1 repository · arXiv:1909.04656Syntology 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) · 2 unverified (of 11 harvested samples)
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CBNet: A Novel Composite Backbone Network Architecture for Object Detection 9 Sep 2019 · 6 repositories · arXiv:1909.03625Syntology 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) · 2 unverified (of 4 harvested samples) · 1 pointer-only (licence)
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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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Entity, Relation, and Event Extraction with Contextualized Span Representations 8 Sep 2019 · 4 repositories · arXiv:1909.03546Syntology community repositories only · 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) · 2 unverified (of 7 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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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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FreeAnchor: Learning to Match Anchors for Visual Object Detection 5 Sep 2019 · 4 repositories · arXiv:1909.02466Syntology 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)