Methods › General › Stochastic Optimization › Adam › Papers, page 225
Adam
Papers archive 2025-07-28
archive papers tagged: 24,390 · with a code link: 10,944 · where Syntology ran a sample: 3,424 (2,899 with a run with no instrument failure, 525 where every run was a failure of Syntology's instrument) Syntology
Show: all tagged papersonly where code ran (3,424 of 24,390 tagged: 2,899 with a run with no instrument failure, 525 where every run was a failure of Syntology's instrument)
Page 225 of 244: papers 22,401 to 22,500 of 24,390, newest first by the archive's date (ties by slug), in archive order.
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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Modularized Transfomer-based Ranking Framework 28 Apr 2020 · 0 repositories · arXiv:2004.13313
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Extending Multilingual BERT to Low-Resource Languages 28 Apr 2020 · 0 repositories · arXiv:2004.13640
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Capturing Global Informativeness in Open Domain Keyphrase Extraction 28 Apr 2020 · 2 repositories · arXiv:2004.13639
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Kungfupanda at SemEval-2020 Task 12: BERT-Based Multi-Task Learning for Offensive Language Detection 28 Apr 2020 · 1 repository · arXiv:2004.13432
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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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Augmenting Transformers with KNN-Based Composite Memory for Dialogue 27 Apr 2020 · 0 repositories · arXiv:2004.12744
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ColBERT: Efficient and Effective Passage Search via Contextualized Late Interaction over BERT 27 Apr 2020 · 9 repositories · arXiv:2004.12832Syntology 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)
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ColBERT: Using BERT Sentence Embedding in Parallel Neural Networks for Computational Humor 27 Apr 2020 · 4 repositories · arXiv:2004.12765
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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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Faster Depth-Adaptive Transformers 27 Apr 2020 · 0 repositories · arXiv:2004.13542
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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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LightPAFF: A Two-Stage Distillation Framework for Pre-training and Fine-tuning 27 Apr 2020 · 0 repositories · arXiv:2004.12817
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On the Importance of Word and Sentence Representation Learning in Implicit Discourse Relation Classification 27 Apr 2020 · 1 repository · arXiv:2004.12617Syntology official: harvested, nothing ran · 0 ran · 1 unverified (of 1 harvested sample)
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Recall and Learn: Fine-tuning Deep Pretrained Language Models with Less Forgetting 27 Apr 2020 · 1 repository · arXiv:2004.12651
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Assessing Discourse Relations in Language Generation from GPT-2 26 Apr 2020 · 0 repositories · arXiv:2004.12506
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Beyond 512 Tokens: Siamese Multi-depth Transformer-based Hierarchical Encoder for Long-Form Document Matching 26 Apr 2020 · 1 repository · arXiv:2004.12297
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Causal Mediation Analysis for Interpreting Neural NLP: The Case of Gender Bias 26 Apr 2020 · 1 repository · arXiv:2004.12265
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Challenge Closed-book Science Exam: A Meta-learning Based Question Answering System 26 Apr 2020 · 0 repositories · arXiv:2004.12303
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Choppy: Cut Transformer For Ranked List Truncation 26 Apr 2020 · 0 repositories · arXiv:2004.13012
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Classification of Cuisines from Sequentially Structured Recipes 26 Apr 2020 · 0 repositories · arXiv:2004.14165
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Experiments with LVT and FRE for Transformer model 26 Apr 2020 · 0 repositories · arXiv:2004.12495
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Masking as an Efficient Alternative to Finetuning for Pretrained Language Models 26 Apr 2020 · 0 repositories · arXiv:2004.12406
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Research on Modeling Units of Transformer Transducer for Mandarin Speech Recognition 26 Apr 2020 · 0 repositories · arXiv:2004.13522
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SpellGCN: Incorporating Phonological and Visual Similarities into Language Models for Chinese Spelling Check 26 Apr 2020 · 1 repository · arXiv:2004.14166
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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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Combining Word Embeddings and N-grams for Unsupervised Document Summarization 25 Apr 2020 · 0 repositories · arXiv:2004.14119
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Quantifying the Contextualization of Word Representations with Semantic Class Probing 25 Apr 2020 · 0 repositories · arXiv:2004.12198
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A Tailored Pre-Training Model for Task-Oriented Dialog Generation 24 Apr 2020 · 1 repository · arXiv:2004.13835
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New Protocols and Negative Results for Textual Entailment Data Collection 24 Apr 2020 · 1 repository · arXiv:2004.11997
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Contextualized Representations Using Textual Encyclopedic Knowledge 24 Apr 2020 · 0 repositories · arXiv:2004.12006
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Cross-lingual Information Retrieval with BERT 24 Apr 2020 · 1 repository · arXiv:2004.13005
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Data Annealing for Informal Language Understanding Tasks 24 Apr 2020 · 0 repositories · arXiv:2004.13833
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FLAT: Chinese NER Using Flat-Lattice Transformer 24 Apr 2020 · 1 repository · arXiv:2004.11795
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Lite Transformer with Long-Short Range Attention 24 Apr 2020 · 2 repositories · arXiv:2004.11886
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On Sparsifying Encoder Outputs in Sequence-to-Sequence Models 24 Apr 2020 · 1 repository · arXiv:2004.11854
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PBCS : Efficient Exploration and Exploitation Using a Synergy between Reinforcement Learning and Motion Planning 24 Apr 2020 · 0 repositories · arXiv:2004.11667
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Probabilistically Masked Language Model Capable of Autoregressive Generation in Arbitrary Word Order 24 Apr 2020 · 3 repositories · arXiv:2004.11579Syntology official (archive's flag): 15 ran · 21 ran (of which 1 constructed an object rather than computing a result; 12 with no instrument failure: 4 honoured, 3 violated, 5 with no contract checked; 9 where Syntology's instrument failed) · 14 unverified (of 35 harvested samples) · 29 pointer-only (licence)
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Syntactic Data Augmentation Increases Robustness to Inference Heuristics 24 Apr 2020 · 1 repository · arXiv:2004.11999Syntology 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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The Inception Team at NSURL-2019 Task 8: Semantic Question Similarity in Arabic 24 Apr 2020 · 0 repositories · arXiv:2004.11964
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Ultra Fast Structure-aware Deep Lane Detection 24 Apr 2020 · 10 repositories · arXiv:2004.11757Syntology official: no sample here; runs from other or unrecorded repositories · 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) · 1 unverified (of 3 harvested samples) · 3 pointer-only (licence)
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Understanding when spatial transformer networks do not support invariance, and what to do about it 24 Apr 2020 · 1 repository · arXiv:2004.11678
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Automated diagnosis of COVID-19 with limited posteroanterior chest X-ray images using fine-tuned deep neural networks 23 Apr 2020 · 1 repository · arXiv:2004.11676
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MolTrans: Molecular Interaction Transformer for Drug Target Interaction Prediction 23 Apr 2020 · 1 repository · arXiv:2004.11424
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On Adversarial Examples for Biomedical NLP Tasks 23 Apr 2020 · 0 repositories · arXiv:2004.11157
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Same Side Stance Classification Task: Facilitating Argument Stance Classification by Fine-tuning a BERT Model 23 Apr 2020 · 0 repositories · arXiv:2004.11163
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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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UHH-LT at SemEval-2020 Task 12: Fine-Tuning of Pre-Trained Transformer Networks for Offensive Language Detection 23 Apr 2020 · 0 repositories · arXiv:2004.11493
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Keyphrase Prediction With Pre-trained Language Model 22 Apr 2020 · 0 repositories · arXiv:2004.10462
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Learning to Classify Intents and Slot Labels Given a Handful of Examples 22 Apr 2020 · 0 repositories · arXiv:2004.10793
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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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Mean-Variance Policy Iteration for Risk-Averse Reinforcement Learning 22 Apr 2020 · 1 repository · arXiv:2004.10888
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Residual Energy-Based Models for Text Generation 22 Apr 2020 · 1 repository · arXiv:2004.11714
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Towards a Competitive End-to-End Speech Recognition for CHiME-6 Dinner Party Transcription 22 Apr 2020 · 1 repository · arXiv:2004.10799
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AdaX: Adaptive Gradient Descent with Exponential Long Term Memory 21 Apr 2020 · 1 repository · arXiv:2004.09740
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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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BERT-ATTACK: Adversarial Attack Against BERT Using BERT 21 Apr 2020 · 4 repositories · arXiv:2004.09984Syntology official: no sample here; runs from other or unrecorded repositories · 2 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; 1 where Syntology's instrument failed) · 2 unverified (of 4 harvested samples) · 1 pointer-only (licence)
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Contextual Neural Machine Translation Improves Translation of Cataphoric Pronouns 21 Apr 2020 · 1 repository · arXiv:2004.09894
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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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Domain-Guided Task Decomposition with Self-Training for Detecting Personal Events in Social Media 21 Apr 2020 · 0 repositories · arXiv:2004.10201
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Investigating the Effectiveness of Representations Based on Pretrained Transformer-based Language Models in Active Learning for Labelling Text Datasets 21 Apr 2020 · 0 repositories · arXiv:2004.13138
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Keyphrase Generation with Cross-Document Attention 21 Apr 2020 · 1 repository · arXiv:2004.09800
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Mirror Ritual: An Affective Interface for Emotional Self-Reflection 21 Apr 2020 · 0 repositories · arXiv:2004.09685
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Learning Local Neighboring Structure for Robust 3D Shape Representation 21 Apr 2020 · 1 repository · arXiv:2004.09995
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Vector Quantized Contrastive Predictive Coding for Template-based Music Generation 21 Apr 2020 · 1 repository · arXiv:2004.10120
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Single Pair Cross-Modality Super Resolution 21 Apr 2020 · 0 repositories · arXiv:2004.09965
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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)
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A Study of Cross-Lingual Ability and Language-specific Information in Multilingual BERT 20 Apr 2020 · 0 repositories · arXiv:2004.09205
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Adversarial Training for Large Neural Language Models 20 Apr 2020 · 3 repositories · arXiv:2004.08994
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CheXbert: Combining Automatic Labelers and Expert Annotations for Accurate Radiology Report Labeling Using BERT 20 Apr 2020 · 7 repositories · arXiv:2004.09167Syntology community repositories only · 15 ran (of which 0 constructed an object rather than computing a result; 11 with no instrument failure: 0 honoured, 0 violated, 11 with no contract checked; 4 where Syntology's instrument failed) · 2 unverified (of 17 harvested samples) · 3 pointer-only (licence)
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Deep-COVID: Predicting COVID-19 From Chest X-Ray Images Using Deep Transfer Learning 20 Apr 2020 · 1 repository · arXiv:2004.09363
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MPNet: Masked and Permuted Pre-training for Language Understanding 20 Apr 2020 · 7 repositories · arXiv:2004.09297Syntology official (archive's flag): 2 ran · 8 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; 3 where Syntology's instrument failed) · 0 unverified (of 8 harvested samples) · 6 pointer-only (licence)
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StereoSet: Measuring stereotypical bias in pretrained language models 20 Apr 2020 · 3 repositories · arXiv:2004.09456
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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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End-to-End Whisper to Natural Speech Conversion using Modified Transformer Network 20 Apr 2020 · 0 repositories · arXiv:2004.09347
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Enhancing Pharmacovigilance with Drug Reviews and Social Media 18 Apr 2020 · 1 repository · arXiv:2004.08731
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Motion Segmentation using Frequency Domain Transformer Networks 18 Apr 2020 · 1 repository · arXiv:2004.08638
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Enriching the Transformer with Linguistic Factors for Low-Resource Machine Translation 17 Apr 2020 · 0 repositories · arXiv:2004.08053
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ETC: Encoding Long and Structured Inputs in Transformers 17 Apr 2020 · 2 repositories · arXiv:2004.08483Syntology 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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Fast and Accurate Deep Bidirectional Language Representations for Unsupervised Learning 17 Apr 2020 · 1 repository · arXiv:2004.08097Syntology official: harvested, nothing ran · 0 ran · 1 unverified (of 1 harvested sample)
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Highway Transformer: Self-Gating Enhanced Self-Attentive Networks 17 Apr 2020 · 1 repository · arXiv:2004.08178Syntology official (archive's flag): 4 ran · 4 ran (of which 4 constructed an object rather than computing a result; 4 with no instrument failure: 0 honoured, 0 violated, 4 with no contract checked; 0 where Syntology's instrument failed) · 5 unverified; every one of the 4 samples that ran constructed an object rather than computing a result (of 9 harvested samples)
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Learning-to-Rank with BERT in TF-Ranking 17 Apr 2020 · 0 repositories · arXiv:2004.08476
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Too Many Claims to Fact-Check: Prioritizing Political Claims Based on Check-Worthiness 17 Apr 2020 · 0 repositories · arXiv:2004.08166
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Transform and Tell: Entity-Aware News Image Captioning 17 Apr 2020 · 1 repository · arXiv:2004.08070Syntology official (archive's flag): 2 ran · 2 ran (of which 0 constructed an object rather than computing a result; 1 with no instrument failure: 0 honoured, 1 violated, 0 with no contract checked; 1 where Syntology's instrument failed) · 0 unverified (of 2 harvested samples) · 2 pointer-only (licence)
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Understanding the Difficulty of Training Transformers 17 Apr 2020 · 2 repositories · arXiv:2004.08249Syntology official (archive's flag): 1 ran · 4 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; 1 where Syntology's instrument failed) · 1 unverified (of 5 harvested samples)
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Cross-lingual Contextualized Topic Models with Zero-shot Learning 16 Apr 2020 · 2 repositories · arXiv:2004.07737Syntology official (archive's flag): 4 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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Machine learning for multiple yield curve markets: fast calibration in the Gaussian affine framework 16 Apr 2020 · 0 repositories · arXiv:2004.07736
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Non-Autoregressive Machine Translation with Latent Alignments 16 Apr 2020 · 2 repositories · arXiv:2004.07437Syntology 1 ran (of which 0 constructed an object rather than computing a result; 0 with no instrument failure: 0 honoured, 0 violated, 0 with no contract checked; 1 where Syntology's instrument failed) · 1 unverified (of 2 harvested samples)
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The Right Tool for the Job: Matching Model and Instance Complexities 16 Apr 2020 · 1 repository · arXiv:2004.07453Syntology official (archive's flag): 5 ran · 5 ran (of which 0 constructed an object rather than computing a result; 2 with no instrument failure: 1 honoured, 0 violated, 1 with no contract checked; 3 where Syntology's instrument failed) · 3 unverified (of 8 harvested samples) · 2 pointer-only (licence)
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Towards Instance-Level Parser Selection for Cross-Lingual Transfer of Dependency Parsers 16 Apr 2020 · 0 repositories · arXiv:2004.07642
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Coreferential Reasoning Learning for Language Representation 15 Apr 2020 · 2 repositories · arXiv:2004.06870
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SPECTER: Document-level Representation Learning using Citation-informed Transformers 15 Apr 2020 · 5 repositories · arXiv:2004.07180Syntology official (archive's flag): 1 ran · 1 ran (of which 1 constructed an object rather than computing a result; 1 with no instrument failure: 0 honoured, 0 violated, 1 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified; the one sample that ran constructed an object rather than computing a result (of 1 harvested sample) · 1 pointer-only (licence)
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Entities as Experts: Sparse Memory Access with Entity Supervision 15 Apr 2020 · 1 repository · arXiv:2004.07202Syntology 11 ran (of which 0 constructed an object rather than computing a result; 11 with no instrument failure: 0 honoured, 0 violated, 11 with no contract checked; 0 where Syntology's instrument failed) · 3 unverified (of 14 harvested samples) · 14 pointer-only (licence)
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lamBERT: Language and Action Learning Using Multimodal BERT 15 Apr 2020 · 0 repositories · arXiv:2004.07093
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Sentiment Analysis of Yelp Reviews: A Comparison of Techniques and Models 15 Apr 2020 · 1 repository · arXiv:2004.13851
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TOD-BERT: Pre-trained Natural Language Understanding for Task-Oriented Dialogue 15 Apr 2020 · 1 repository · arXiv:2004.06871Syntology 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) · 9 unverified (of 13 harvested samples) · 13 pointer-only (licence)
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Training with Quantization Noise for Extreme Model Compression 15 Apr 2020 · 4 repositories · arXiv:2004.07320
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A Simple Yet Strong Pipeline for HotpotQA 14 Apr 2020 · 0 repositories · arXiv:2004.06753
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Deep Learning Models for Multilingual Hate Speech Detection 14 Apr 2020 · 3 repositories · arXiv:2004.06465
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PALM: Pre-training an Autoencoding&Autoregressive Language Model for Context-conditioned Generation 14 Apr 2020 · 2 repositories · arXiv:2004.07159
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CrisisBench: Benchmarking Crisis-related Social Media Datasets for Humanitarian Information Processing 14 Apr 2020 · 0 repositories · arXiv:2004.06774