Methods › General › Feedforward Networks › Position-Wise Feed-Forward Layer › Papers where code ran, page 21
Position-Wise Feed-Forward Layer
Papers archive 2025-07-28
archive papers tagged: 13,895 · with a code link: 6,514 · where Syntology ran a sample: 2,229 (1,902 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 (2,229 of 13,895 tagged: 1,902 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 21 of 23: papers 2,001 to 2,100 of the 2,229 tagged papers where Syntology ran at least one harvested sample (1,902 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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ViLT: Vision-and-Language Transformer Without Convolution or Region Supervision 5 Feb 2021 · 6 repositories · arXiv:2102.03334Syntology official: harvested, nothing 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) · 3 unverified; the one sample that ran constructed an object rather than computing a result (of 4 harvested samples) · 1 pointer-only (licence)
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Relaxed Transformer Decoders for Direct Action Proposal Generation 3 Feb 2021 · 2 repositories · arXiv:2102.01894Syntology 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)
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Tokens-to-Token ViT: Training Vision Transformers from Scratch on ImageNet 28 Jan 2021 · 13 repositories · arXiv:2101.11986Syntology official (archive's flag): 4 ran · 21 ran (of which 16 constructed an object rather than computing a result; 21 with no instrument failure: 1 honoured, 0 violated, 20 with no contract checked; 0 where Syntology's instrument failed) · 5 unverified (of 26 harvested samples) · 8 pointer-only (licence)
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Evaluating Multilingual Text Encoders for Unsupervised Cross-Lingual Retrieval 21 Jan 2021 · 1 repository · arXiv:2101.08370Syntology official (archive's flag): 1 ran · 1 ran (of which 0 constructed an object rather than computing a result; 0 with no instrument failure: 0 honoured, 0 violated, 0 with no contract checked; 1 where Syntology's instrument failed) · 0 unverified (of 1 harvested sample) · 1 pointer-only (licence)
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DAF:re: A Challenging, Crowd-Sourced, Large-Scale, Long-Tailed Dataset For Anime Character Recognition 21 Jan 2021 · 2 repositories · arXiv:2101.08674Syntology community repositories only · 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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Compound Word Transformer: Learning to Compose Full-Song Music over Dynamic Directed Hypergraphs 7 Jan 2021 · 5 repositories · arXiv:2101.02402Syntology 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) · 5 unverified (of 9 harvested samples)
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Kaleidoscope: An Efficient, Learnable Representation For All Structured Linear Maps 29 Dec 2020 · 2 repositories · arXiv:2012.14966Syntology official (archive's flag): 16 ran · 16 ran (of which 9 constructed an object rather than computing a result; 9 with no instrument failure: 0 honoured, 0 violated, 9 with no contract checked; 7 where Syntology's instrument failed) · 7 unverified (of 23 harvested samples)
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Learning Light-Weight Translation Models from Deep Transformer 27 Dec 2020 · 1 repository · arXiv:2012.13866Syntology official (archive's flag): 1 ran · 2 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; 2 where Syntology's instrument failed) · 0 unverified; every one of the 2 samples that ran constructed an object rather than computing a result (of 2 harvested samples) · 1 pointer-only (licence)
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PCT: Point cloud transformer 17 Dec 2020 · 11 repositories · arXiv:2012.09688Syntology community repositories only · 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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A Generalization of Transformer Networks to Graphs 17 Dec 2020 · 3 repositories · arXiv:2012.09699Syntology official (archive's flag): 2 ran · 2 ran (of which 0 constructed an object rather than computing a result; 0 with no instrument failure: 0 honoured, 0 violated, 0 with no contract checked; 2 where Syntology's instrument failed) · 0 unverified (of 2 harvested samples)
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Taming Transformers for High-Resolution Image Synthesis 17 Dec 2020 · 13 repositories · arXiv:2012.09841Syntology official (archive's flag): 2 ran · 6 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; 4 where Syntology's instrument failed) · 0 unverified (of 6 harvested samples) · 4 pointer-only (licence)
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Informer: Beyond Efficient Transformer for Long Sequence Time-Series Forecasting 14 Dec 2020 · 14 repositories · arXiv:2012.07436Syntology official: harvested, nothing ran · 62 ran (of which 53 constructed an object rather than computing a result; 62 with no instrument failure: 0 honoured, 1 violated, 61 with no contract checked; 0 where Syntology's instrument failed) · 14 unverified (of 76 harvested samples) · 13 pointer-only (licence)
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TabTransformer: Tabular Data Modeling Using Contextual Embeddings 11 Dec 2020 · 12 repositories · arXiv:2012.06678Syntology 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) · 3 unverified (of 4 harvested samples) · 4 pointer-only (licence)
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DialogBERT: Discourse-Aware Response Generation via Learning to Recover and Rank Utterances 3 Dec 2020 · 1 repository · arXiv:2012.01775Syntology 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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Rethinking Transformer-based Set Prediction for Object Detection 21 Nov 2020 · 1 repository · arXiv:2011.10881Syntology official (archive's flag): 4 ran · 4 ran (of which 0 constructed an object rather than computing a result; 3 with no instrument failure: 3 honoured, 0 violated, 0 with no contract checked; 1 where Syntology's instrument failed) · 0 unverified (of 4 harvested samples)
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Hurricane Forecasting: A Novel Multimodal Machine Learning Framework 11 Nov 2020 · 3 repositories · arXiv:2011.06125Syntology official (archive's flag): 1 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) · 1 unverified (of 4 harvested samples) · 4 pointer-only (licence)
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Long Range Arena: A Benchmark for Efficient Transformers 8 Nov 2020 · 5 repositories · arXiv:2011.04006Syntology community repositories only · 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) · 1 unverified (of 3 harvested samples)
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Point Transformer 2 Nov 2020 · 2 repositories · arXiv:2011.00931Syntology official (archive's flag): 1 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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COOT: Cooperative Hierarchical Transformer for Video-Text Representation Learning 1 Nov 2020 · 1 repository · arXiv:2011.00597Syntology 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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Generating Radiology Reports via Memory-driven Transformer 30 Oct 2020 · 2 repositories · arXiv:2010.16056Syntology official (archive's flag): 1 ran · 26 ran (of which 13 constructed an object rather than computing a result; 20 with no instrument failure: 3 honoured, 3 violated, 14 with no contract checked; 6 where Syntology's instrument failed) · 5 unverified (of 31 harvested samples) · 25 pointer-only (licence)
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FragmentVC: Any-to-Any Voice Conversion by End-to-End Extracting and Fusing Fine-Grained Voice Fragments With Attention 27 Oct 2020 · 2 repositories · arXiv:2010.14150Syntology 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, 0 violated, 2 with no contract checked; 0 where Syntology's instrument failed) · 1 unverified (of 3 harvested samples)
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Controlled Molecule Generator for Optimizing Multiple Chemical Properties 26 Oct 2020 · 1 repository · arXiv:2010.13908Syntology 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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An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale 22 Oct 2020 · 158 repositories · arXiv:2010.11929Syntology official: harvested, nothing ran · 307 ran (of which 165 constructed an object rather than computing a result; 286 with no instrument failure: 8 honoured, 2 violated, 276 with no contract checked; 21 where Syntology's instrument failed) · 112 unverified (of 419 harvested samples) · 154 pointer-only (licence)
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Bootleg: Chasing the Tail with Self-Supervised Named Entity Disambiguation 20 Oct 2020 · 1 repository · arXiv:2010.10363Syntology 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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CharacterBERT: Reconciling ELMo and BERT for Word-Level Open-Vocabulary Representations From Characters 20 Oct 2020 · 2 repositories · arXiv:2010.10392Syntology community repositories only · 6 ran (of which 0 constructed an object rather than computing a result; 4 with no instrument failure: 2 honoured, 0 violated, 2 with no contract checked; 2 where Syntology's instrument failed) · 2 unverified (of 8 harvested samples) · 4 pointer-only (licence)
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SAINT+: Integrating Temporal Features for EdNet Correctness Prediction 19 Oct 2020 · 4 repositories · arXiv:2010.12042Syntology 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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Rethinking Document-level Neural Machine Translation 18 Oct 2020 · 1 repository · arXiv:2010.08961Syntology 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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Masked Contrastive Representation Learning for Reinforcement Learning 15 Oct 2020 · 1 repository · arXiv:2010.07470Syntology 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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Compressive Summarization with Plausibility and Salience Modeling 15 Oct 2020 · 1 repository · arXiv:2010.07886Syntology official (archive's flag): 15 ran · 15 ran (of which 0 constructed an object rather than computing a result; 3 with no instrument failure: 1 honoured, 2 violated, 0 with no contract checked; 12 where Syntology's instrument failed) · 2 unverified (of 17 harvested samples) · 17 pointer-only (licence)
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Length-Adaptive Transformer: Train Once with Length Drop, Use Anytime with Search 14 Oct 2020 · 1 repository · arXiv:2010.07003Syntology official (archive's flag): 9 ran · 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) · 0 unverified (of 9 harvested samples) · 2 pointer-only (licence)
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Aspect-based Document Similarity for Research Papers 13 Oct 2020 · 1 repository · arXiv:2010.06395Syntology 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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Deformable DETR: Deformable Transformers for End-to-End Object Detection 8 Oct 2020 · 20 repositories · arXiv:2010.04159Syntology community repositories only · 37 ran (of which 9 constructed an object rather than computing a result; 24 with no instrument failure: 1 honoured, 3 violated, 20 with no contract checked; 13 where Syntology's instrument failed) · 18 unverified (of 55 harvested samples) · 21 pointer-only (licence)
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CoLAKE: Contextualized Language and Knowledge Embedding 1 Oct 2020 · 1 repository · arXiv:2010.00309Syntology 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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Measuring Systematic Generalization in Neural Proof Generation with Transformers 30 Sep 2020 · 2 repositories · arXiv:2009.14786Syntology 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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Rethinking Attention with Performers 30 Sep 2020 · 7 repositories · arXiv:2009.14794Syntology official: harvested, nothing ran · 11 ran (of which 3 constructed an object rather than computing a result; 7 with no instrument failure: 1 honoured, 0 violated, 6 with no contract checked; 4 where Syntology's instrument failed) · 5 unverified (of 16 harvested samples) · 6 pointer-only (licence)
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A Simple but Tough-to-Beat Data Augmentation Approach for Natural Language Understanding and Generation 29 Sep 2020 · 2 repositories · arXiv:2009.13818Syntology official (archive's flag): 1 ran · 1 ran (of which 0 constructed an object rather than computing a result; 0 with no instrument failure: 0 honoured, 0 violated, 0 with no contract checked; 1 where Syntology's instrument failed) · 0 unverified (of 1 harvested sample) · 1 pointer-only (licence)
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Multi²OIE: Multilingual Open Information Extraction Based on Multi-Head Attention with BERT 17 Sep 2020 · 1 repository · arXiv:2009.08128Syntology official (archive's flag): 6 ran · 6 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; 4 where Syntology's instrument failed) · 1 unverified (of 7 harvested samples)
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Rank over Class: The Untapped Potential of Ranking in Natural Language Processing 10 Sep 2020 · 1 repository · arXiv:2009.05160Syntology 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) · 0 unverified (of 3 harvested samples) · 1 pointer-only (licence)
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Masked Label Prediction: Unified Message Passing Model for Semi-Supervised Classification 8 Sep 2020 · 3 repositories · arXiv:2009.03509Syntology official (archive's flag): 3 ran · 7 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; 1 where Syntology's instrument failed) · 0 unverified (of 7 harvested samples) · 2 pointer-only (licence)
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Adversarial Watermarking Transformer: Towards Tracing Text Provenance with Data Hiding 7 Sep 2020 · 1 repository · arXiv:2009.03015Syntology 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) · 2 unverified (of 4 harvested samples) · 4 pointer-only (licence)
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HittER: Hierarchical Transformers for Knowledge Graph Embeddings 28 Aug 2020 · 3 repositories · arXiv:2008.12813Syntology 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) · 0 unverified (of 7 harvested samples) · 1 pointer-only (licence)
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Very Deep Transformers for Neural Machine Translation 18 Aug 2020 · 4 repositories · arXiv:2008.07772Syntology community repositories only · 8 ran (of which 2 constructed an object rather than computing a result; 3 with no instrument failure: 0 honoured, 0 violated, 3 with no contract checked; 5 where Syntology's instrument failed) · 1 unverified (of 9 harvested samples) · 3 pointer-only (licence)
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MMM : Exploring Conditional Multi-Track Music Generation with the Transformer 13 Aug 2020 · 3 repositories · arXiv:2008.06048Syntology 9 ran (of which 0 constructed an object rather than computing a result; 9 with no instrument failure: 0 honoured, 0 violated, 9 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 9 harvested samples)
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Fine-grained Visual Textual Alignment for Cross-Modal Retrieval using Transformer Encoders 12 Aug 2020 · 1 repository · arXiv:2008.05231Syntology official (archive's flag): 14 ran · 14 ran (of which 0 constructed an object rather than computing a result; 13 with no instrument failure: 0 honoured, 1 violated, 12 with no contract checked; 1 where Syntology's instrument failed) · 2 unverified (of 16 harvested samples) · 2 pointer-only (licence)
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The Jazz Transformer on the Front Line: Exploring the Shortcomings of AI-composed Music through Quantitative Measures 4 Aug 2020 · 2 repositories · arXiv:2008.01307Syntology official (archive's flag): 13 ran · 13 ran (of which 0 constructed an object rather than computing a result; 13 with no instrument failure: 0 honoured, 0 violated, 13 with no contract checked; 0 where Syntology's instrument failed) · 1 unverified (of 14 harvested samples)
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The Chess Transformer: Mastering Play using Generative Language Models 2 Aug 2020 · 2 repositories · arXiv:2008.04057Syntology 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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DeepSVG: A Hierarchical Generative Network for Vector Graphics Animation 22 Jul 2020 · 2 repositories · arXiv:2007.11301Syntology official (archive's flag): 5 ran · 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) · 20 unverified (of 25 harvested samples)
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CrossTransformers: spatially-aware few-shot transfer 22 Jul 2020 · 6 repositories · arXiv:2007.11498Syntology community repositories only · 5 ran (of which 2 constructed an object rather than computing a result; 5 with no instrument failure: 2 honoured, 0 violated, 3 with no contract checked; 0 where Syntology's instrument failed) · 1 unverified (of 6 harvested samples) · 2 pointer-only (licence)
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Learning Joint Spatial-Temporal Transformations for Video Inpainting 20 Jul 2020 · 2 repositories · arXiv:2007.10247Syntology 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) · 4 unverified (of 7 harvested samples)
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Hopfield Networks is All You Need 16 Jul 2020 · 3 repositories · arXiv:2008.02217Syntology community repositories only · 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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TERA: Self-Supervised Learning of Transformer Encoder Representation for Speech 12 Jul 2020 · 7 repositories · arXiv:2007.06028Syntology community repositories only · 11 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; 4 where Syntology's instrument failed) · 3 unverified (of 14 harvested samples) · 3 pointer-only (licence)
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GShard: Scaling Giant Models with Conditional Computation and Automatic Sharding 30 Jun 2020 · 2 repositories · arXiv:2006.16668Syntology 9 ran (of which 2 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) · 1 pointer-only (licence)
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A Transformer-based joint-encoding for Emotion Recognition and Sentiment Analysis 29 Jun 2020 · 1 repository · arXiv:2006.15955Syntology 4 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; 1 where Syntology's instrument failed) · 0 unverified (of 4 harvested samples) · 1 pointer-only (licence)
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Predicting Length of Stay in the Intensive Care Unit with Temporal Pointwise Convolutional Networks 29 Jun 2020 · 1 repository · arXiv:2006.16109Syntology community repositories only · 4 ran (of which 2 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) · 2 unverified (of 6 harvested samples)
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Composed Fine-Tuning: Freezing Pre-Trained Denoising Autoencoders for Improved Generalization 29 Jun 2020 · 2 repositories · arXiv:2006.16205Syntology official (archive's flag): 14 ran · 14 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; 2 where Syntology's instrument failed) · 0 unverified (of 14 harvested samples)
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Rethinking Positional Encoding in Language Pre-training 28 Jun 2020 · 3 repositories · arXiv:2006.15595Syntology official (archive's flag): 1 ran · 2 ran (of which 0 constructed an object rather than computing a result; 1 with no instrument failure: 0 honoured, 0 violated, 1 with no contract checked; 1 where Syntology's instrument failed) · 0 unverified (of 2 harvested samples)
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TURL: Table Understanding through Representation Learning 26 Jun 2020 · 1 repository · arXiv:2006.14806Syntology 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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BERTology Meets Biology: Interpreting Attention in Protein Language Models 26 Jun 2020 · 2 repositories · arXiv:2006.15222Syntology 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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wav2vec 2.0: A Framework for Self-Supervised Learning of Speech Representations 20 Jun 2020 · 25 repositories · arXiv:2006.11477Syntology community repositories only · 7 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; 2 where Syntology's instrument failed) · 2 unverified (of 9 harvested samples) · 2 pointer-only (licence)
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Multi-branch Attentive Transformer 18 Jun 2020 · 1 repository · arXiv:2006.10270Syntology 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) · 0 unverified (of 3 harvested samples) · 3 pointer-only (licence)
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Learning Visual Commonsense for Robust Scene Graph Generation 17 Jun 2020 · 2 repositories · arXiv:2006.09623Syntology 9 ran (of which 0 constructed an object rather than computing a result; 9 with no instrument failure: 0 honoured, 0 violated, 9 with no contract checked; 0 where Syntology's instrument failed) · 2 unverified (of 11 harvested samples) · 1 pointer-only (licence)
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IsarStep: a Benchmark for High-level Mathematical Reasoning 13 Jun 2020 · 2 repositories · arXiv:2006.09265Syntology 2 ran (of which 1 constructed an object rather than computing a result; 2 with no instrument failure: 0 honoured, 0 violated, 2 with no contract checked; 0 where Syntology's instrument failed) · 6 unverified (of 8 harvested samples)
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Benchmarking Unsupervised Object Representations for Video Sequences 12 Jun 2020 · 1 repository · arXiv:2006.07034Syntology 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) · 2 pointer-only (licence)
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FastPitch: Parallel Text-to-speech with Pitch Prediction 11 Jun 2020 · 6 repositories · arXiv:2006.06873Syntology official: no sample here; runs from other or unrecorded repositories · 8 ran (of which 0 constructed an object rather than computing a result; 7 with no instrument failure: 3 honoured, 0 violated, 4 with no contract checked; 1 where Syntology's instrument failed) · 1 unverified (of 9 harvested samples) · 3 pointer-only (licence)
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FastSpeech 2: Fast and High-Quality End-to-End Text to Speech 8 Jun 2020 · 37 repositories · arXiv:2006.04558Syntology 83 ran (of which 27 constructed an object rather than computing a result; 73 with no instrument failure: 9 honoured, 1 violated, 63 with no contract checked; 10 where Syntology's instrument failed) · 36 unverified (of 119 harvested samples) · 40 pointer-only (licence)
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MultiSpeech: Multi-Speaker Text to Speech with Transformer 8 Jun 2020 · 1 repository · arXiv:2006.04664Syntology 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) · 3 unverified (of 4 harvested samples)
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Linformer: Self-Attention with Linear Complexity 8 Jun 2020 · 3 repositories · arXiv:2006.04768Syntology 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: 1 honoured, 1 violated, 0 with no contract checked; 1 where Syntology's instrument failed) · 1 unverified (of 4 harvested samples) · 2 pointer-only (licence)
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Learning Texture Transformer Network for Image Super-Resolution 7 Jun 2020 · 2 repositories · arXiv:2006.04139Syntology official (archive's flag): 6 ran · 6 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; 2 where Syntology's instrument failed) · 1 unverified (of 7 harvested samples) · 1 pointer-only (licence)
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Funnel-Transformer: Filtering out Sequential Redundancy for Efficient Language Processing 5 Jun 2020 · 3 repositories · arXiv:2006.03236Syntology 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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Visual Transformers: Token-based Image Representation and Processing for Computer Vision 5 Jun 2020 · 8 repositories · arXiv:2006.03677Syntology 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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ADAHESSIAN: An Adaptive Second Order Optimizer for Machine Learning 1 Jun 2020 · 4 repositories · arXiv:2006.00719Syntology 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) · 6 unverified (of 11 harvested samples) · 1 pointer-only (licence)
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GECToR -- Grammatical Error Correction: Tag, Not Rewrite 26 May 2020 · 3 repositories · arXiv:2005.12592Syntology official (archive's flag): 8 ran · 10 ran (of which 0 constructed an object rather than computing a result; 9 with no instrument failure: 0 honoured, 1 violated, 8 with no contract checked; 1 where Syntology's instrument failed) · 2 unverified (of 12 harvested samples)
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End-to-End Object Detection with Transformers 26 May 2020 · 37 repositories · arXiv:2005.12872Syntology official (archive's flag): 2 ran · 70 ran (of which 45 constructed an object rather than computing a result; 62 with no instrument failure: 2 honoured, 1 violated, 59 with no contract checked; 8 where Syntology's instrument failed) · 22 unverified (of 92 harvested samples) · 19 pointer-only (licence)
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Low-Latency Sequence-to-Sequence Speech Recognition and Translation by Partial Hypothesis Selection 22 May 2020 · 1 repository · arXiv:2005.11185Syntology official (archive's flag): 3 ran · 3 ran (of which 0 constructed an object rather than computing a result; 1 with no instrument failure: 1 honoured, 0 violated, 0 with no contract checked; 2 where Syntology's instrument failed) · 0 unverified (of 3 harvested samples)
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Applying the Transformer to Character-level Transduction 20 May 2020 · 3 repositories · arXiv:2005.10213Syntology official: no sample here; runs from other or unrecorded repositories · 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) · 1 unverified (of 5 harvested samples) · 2 pointer-only (licence)
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Graph-based, Self-Supervised Program Repair from Diagnostic Feedback 20 May 2020 · 2 repositories · arXiv:2005.10636Syntology official (archive's flag): 4 ran · 4 ran (of which 2 constructed an object rather than computing a result; 3 with no instrument failure: 1 honoured, 0 violated, 2 with no contract checked; 1 where Syntology's instrument failed) · 2 unverified (of 6 harvested samples)
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Spatio-Temporal Graph Transformer Networks for Pedestrian Trajectory Prediction 18 May 2020 · 1 repository · arXiv:2005.08514Syntology 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, 1 violated, 6 with no contract checked; 0 where Syntology's instrument failed) · 1 unverified (of 8 harvested samples) · 2 pointer-only (licence)
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Efficient Wait-k Models for Simultaneous Machine Translation 18 May 2020 · 1 repository · arXiv:2005.08595Syntology 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) · 1 pointer-only (licence)
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GPT-too: A language-model-first approach for AMR-to-text generation 18 May 2020 · 1 repository · arXiv:2005.09123Syntology 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, 0 violated, 5 with no contract checked; 1 where Syntology's instrument failed) · 0 unverified (of 6 harvested samples) · 2 pointer-only (licence)
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A Better Use of Audio-Visual Cues: Dense Video Captioning with Bi-modal Transformer 17 May 2020 · 2 repositories · arXiv:2005.08271Syntology 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) · 0 unverified (of 7 harvested samples)
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Conformer: Convolution-augmented Transformer for Speech Recognition 16 May 2020 · 25 repositories · arXiv:2005.08100Syntology 6 ran (of which 0 constructed an object rather than computing a result; 5 with no instrument failure: 0 honoured, 3 violated, 2 with no contract checked; 1 where Syntology's instrument failed) · 1 unverified (of 7 harvested samples) · 2 pointer-only (licence)
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COVID-Twitter-BERT: A Natural Language Processing Model to Analyse COVID-19 Content on Twitter 15 May 2020 · 1 repository · arXiv:2005.07503Syntology 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) · 4 unverified (of 9 harvested samples)
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SOLOIST: Building Task Bots at Scale with Transfer Learning and Machine Teaching 11 May 2020 · 1 repository · arXiv:2005.05298Syntology 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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MART: Memory-Augmented Recurrent Transformer for Coherent Video Paragraph Captioning 11 May 2020 · 1 repository · arXiv:2005.05402Syntology 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) · 1 unverified; the one sample that ran constructed an object rather than computing a result (of 2 harvested samples)
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Epipolar Transformers 10 May 2020 · 1 repository · arXiv:2005.04551Syntology official (archive's flag): 4 ran · 4 ran (of which 0 constructed an object rather than computing a result; 4 with no instrument failure: 0 honoured, 0 violated, 4 with no contract checked; 0 where Syntology's instrument failed) · 1 unverified (of 5 harvested samples)
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Mapping Natural Language Instructions to Mobile UI Action Sequences 7 May 2020 · 2 repositories · arXiv:2005.03776Syntology 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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Contrastive Self-Supervised Learning for Commonsense Reasoning 2 May 2020 · 3 repositories · arXiv:2005.00669Syntology official (archive's flag): 3 ran · 7 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; 1 where Syntology's instrument failed) · 1 unverified (of 8 harvested samples) · 1 pointer-only (licence)
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Synthesizer: Rethinking Self-Attention in Transformer Models 2 May 2020 · 1 repository · arXiv:2005.00743Syntology 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)
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Quantifying Attention Flow in Transformers 2 May 2020 · 7 repositories · arXiv:2005.00928Syntology official: harvested, nothing ran · 2 ran (of which 0 constructed an object rather than computing a result; 1 with no instrument failure: 0 honoured, 0 violated, 1 with no contract checked; 1 where Syntology's instrument failed) · 6 unverified (of 8 harvested samples) · 6 pointer-only (licence)
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HERO: Hierarchical Encoder for Video+Language Omni-representation Pre-training 1 May 2020 · 3 repositories · arXiv:2005.00200Syntology official (archive's flag): 8 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) · 3 unverified (of 13 harvested samples) · 8 pointer-only (licence)
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VD-BERT: A Unified Vision and Dialog Transformer with BERT 28 Apr 2020 · 1 repository · arXiv:2004.13278Syntology official (archive's flag): 2 ran · 2 ran (of which 1 constructed an object rather than computing a result; 2 with no instrument failure: 0 honoured, 0 violated, 2 with no contract checked; 0 where Syntology's instrument failed) · 9 unverified (of 11 harvested samples)
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Lexically Constrained Neural Machine Translation with Levenshtein Transformer 27 Apr 2020 · 1 repository · arXiv:2004.12681Syntology 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) · 4 pointer-only (licence)
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DeeBERT: Dynamic Early Exiting for Accelerating BERT Inference 27 Apr 2020 · 3 repositories · arXiv:2004.12993Syntology official (archive's flag): 1 ran · 5 ran (of which 3 constructed an object rather than computing a result; 5 with no instrument failure: 1 honoured, 0 violated, 4 with no contract checked; 0 where Syntology's instrument failed) · 1 unverified (of 6 harvested samples) · 5 pointer-only (licence)
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All Word Embeddings from One Embedding 25 Apr 2020 · 1 repository · arXiv:2004.12073Syntology 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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Self-Attention Attribution: Interpreting Information Interactions Inside Transformer 23 Apr 2020 · 2 repositories · arXiv:2004.11207Syntology official (archive's flag): 1 ran · 1 ran (of which 0 constructed an object rather than computing a result; 0 with no instrument failure: 0 honoured, 0 violated, 0 with no contract checked; 1 where Syntology's instrument failed) · 0 unverified (of 1 harvested sample) · 1 pointer-only (licence)
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Logical Natural Language Generation from Open-Domain Tables 22 Apr 2020 · 1 repository · arXiv:2004.10404Syntology 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) · 1 unverified (of 2 harvested samples)
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DIET: Lightweight Language Understanding for Dialogue Systems 21 Apr 2020 · 2 repositories · arXiv:2004.09936Syntology 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) · 2 unverified (of 3 harvested samples)
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Attention is Not Only a Weight: Analyzing Transformers with Vector Norms 21 Apr 2020 · 1 repository · arXiv:2004.10102Syntology official (archive's flag): 3 ran · 3 ran (of which 0 constructed an object rather than computing a result; 1 with no instrument failure: 1 honoured, 0 violated, 0 with no contract checked; 2 where Syntology's instrument failed) · 1 unverified (of 4 harvested samples) · 4 pointer-only (licence)
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Transformer Reasoning Network for Image-Text Matching and Retrieval 20 Apr 2020 · 1 repository · arXiv:2004.09144Syntology official (archive's flag): 12 ran · 12 ran (of which 0 constructed an object rather than computing a result; 11 with no instrument failure: 0 honoured, 1 violated, 10 with no contract checked; 1 where Syntology's instrument failed) · 2 unverified (of 14 harvested samples) · 2 pointer-only (licence)
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Learning a Fine-Grained Review-based Transformer Model for Personalized Product Search 20 Apr 2020 · 1 repository · arXiv:2004.09424Syntology official (archive's flag): 5 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) · 1 unverified (of 6 harvested samples)