Methods › General › Regularization › Dropout › Papers, page 258

Dropout

Papers archive 2025-07-28

archive papers tagged: 27,472 · with a code link: 12,129 · where Syntology ran a sample: 3,620 (3,044 with a run with no instrument failure, 576 where every run was a failure of Syntology's instrument) Syntology

Show: all tagged papersonly where code ran (3,620 of 27,472 tagged: 3,044 with a run with no instrument failure, 576 where every run was a failure of Syntology's instrument)

Page 258 of 275: papers 25,701 to 25,800 of 27,472, 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.

• Scene Graph Parsing by Attention Graph
  13 Sep 2019 · 0 repositories · arXiv:1909.06273
• Spatio-spectral networks for color-texture analysis
  13 Sep 2019 · 1 repository · arXiv:1909.06446
• Neural Correction Model for Open-Domain Named Entity Recognition
  13 Sep 2019 · 1 repository · arXiv:1909.06058
• CUNI System for the Building Educational Applications 2019 Shared Task: Grammatical Error Correction
  12 Sep 2019 · 0 repositories · arXiv:1909.05553
• Generating Data using Monte Carlo Dropout
  12 Sep 2019 · 1 repository · arXiv:1909.05755
• Measuring Domain Portability and ErrorPropagation in Biomedical QA
  12 Sep 2019 · 0 repositories · arXiv:1909.09704
• Q-BERT: Hessian Based Ultra Low Precision Quantization of BERT
  12 Sep 2019 · 0 repositories · arXiv:1909.05840
• UER: An Open-Source Toolkit for Pre-training Models
  12 Sep 2019 · 2 repositories · arXiv:1909.05658
  Syntology 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)
• BERTgrid: Contextualized Embedding for 2D Document Representation and Understanding
  11 Sep 2019 · 2 repositories · arXiv:1909.04948
• CTRL: A Conditional Transformer Language Model for Controllable Generation
  11 Sep 2019 · 8 repositories · arXiv:1909.05858
  Syntology 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)
• From English to Code-Switching: Transfer Learning with Strong Morphological Clues
  11 Sep 2019 · 1 repository · arXiv:1909.05158
• Frustratingly Easy Natural Question Answering
  11 Sep 2019 · 0 repositories · arXiv:1909.05286
• Global Locality in Biomedical Relation and Event Extraction
  11 Sep 2019 · 0 repositories · arXiv:1909.04822
• How Does BERT Answer Questions? A Layer-Wise Analysis of Transformer Representations
  11 Sep 2019 · 2 repositories · arXiv:1909.04925
  Syntology 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)
• Augmenting Monte Carlo Dropout Classification Models with Unsupervised Learning Tasks for Detecting and Diagnosing Out-of-Distribution Faults
  10 Sep 2019 · 0 repositories · arXiv:1909.04202
• Dropout Induced Noise for Co-Creative GAN Systems
  10 Sep 2019 · 0 repositories · arXiv:1909.04474
• BERT-Based Arabic Social Media Author Profiling
  9 Sep 2019 · 0 repositories · arXiv:1909.04181
• Detection and Classification of Breast Cancer Metastates Based on U-Net
  9 Sep 2019 · 0 repositories · arXiv:1909.04141
• Estimating Fingertip Forces, Torques, and Local Curvatures from Fingernail Images
  9 Sep 2019 · 0 repositories · arXiv:1909.05659
• Forecaster: A Graph Transformer for Forecasting Spatial and Time-Dependent Data
  9 Sep 2019 · 0 repositories · arXiv:1909.04019
• Knowledge Enhanced Contextual Word Representations
  9 Sep 2019 · 1 repository · arXiv:1909.04164
• LCSCNet: Linear Compressing Based Skip-Connecting Network for Image Super-Resolution
  9 Sep 2019 · 1 repository · arXiv:1909.03573
• Pretrained Language Models for Sequential Sentence Classification
  9 Sep 2019 · 1 repository · arXiv:1909.04054
• Reasoning Over Semantic-Level Graph for Fact Checking
  9 Sep 2019 · 0 repositories · arXiv:1909.03745
• Span Selection Pre-training for Question Answering
  9 Sep 2019 · 1 repository · arXiv:1909.04120
  Syntology 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)
• Training Deep Neural Networks by optimizing over nonlocal paths in hyperparameter space
  9 Sep 2019 · 0 repositories · arXiv:1909.04013
• Unrolling Ternary Neural Networks
  9 Sep 2019 · 2 repositories · arXiv:1909.04509
• Commonsense Knowledge + BERT for Level 2 Reading Comprehension Ability Test
  8 Sep 2019 · 0 repositories · arXiv:1909.03415
• Czech Text Processing with Contextual Embeddings: POS Tagging, Lemmatization, Parsing and NER
  8 Sep 2019 · 0 repositories · arXiv:1909.03544
• Entity, Relation, and Event Extraction with Contextualized Span Representations
  8 Sep 2019 · 4 repositories · arXiv:1909.03546
  Syntology 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)
• Multi-Task Bidirectional Transformer Representations for Irony Detection
  8 Sep 2019 · 0 repositories · arXiv:1909.03526
• Symmetric Regularization based BERT for Pair-wise Semantic Reasoning
  8 Sep 2019 · 1 repository · arXiv:1909.03405
• Transfer Learning Robustness in Multi-Class Categorization by Fine-Tuning Pre-Trained Contextualized Language Models
  8 Sep 2019 · 1 repository · arXiv:1909.03564
• A Novel Cascade Binary Tagging Framework for Relational Triple Extraction
  7 Sep 2019 · 5 repositories · arXiv:1909.03227
• KG-BERT: BERT for Knowledge Graph Completion
  7 Sep 2019 · 3 repositories · arXiv:1909.03193
  Syntology 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)
• On Extractive and Abstractive Neural Document Summarization with Transformer Language Models
  7 Sep 2019 · 1 repository · arXiv:1909.03186
  Syntology 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)
• Deep CNN frameworks comparison for malaria diagnosis
  6 Sep 2019 · 0 repositories · arXiv:1909.02829
• Enhancing Machine Translation with Dependency-Aware Self-Attention
  6 Sep 2019 · 1 repository · arXiv:1909.03149
• RNN Architecture Learning with Sparse Regularization
  6 Sep 2019 · 1 repository · arXiv:1909.03011
• Supervised Multimodal Bitransformers for Classifying Images and Text
  6 Sep 2019 · 6 repositories · arXiv:1909.02950
• A Stack-Propagation Framework with Token-Level Intent Detection for Spoken Language Understanding
  5 Sep 2019 · 2 repositories · arXiv:1909.02188
• Accelerating Transformer Decoding via a Hybrid of Self-attention and Recurrent Neural Network
  5 Sep 2019 · 0 repositories · arXiv:1909.02279
• Effective Use of Transformer Networks for Entity Tracking
  5 Sep 2019 · 1 repository · arXiv:1909.02635
  Syntology official (archive's flag): 1 ran · 3 ran (of which 0 constructed an object rather than computing a result; 2 with no instrument failure: 2 honoured, 0 violated, 0 with no contract checked; 1 where Syntology's instrument failed) · 2 unverified (of 5 harvested samples) · 5 pointer-only (licence)
• In Plain Sight: Media Bias Through the Lens of Factual Reporting
  5 Sep 2019 · 1 repository · arXiv:1909.02670
• Specializing Unsupervised Pretraining Models for Word-Level Semantic Similarity
  5 Sep 2019 · 1 repository · arXiv:1909.02339
• Investigating BERT's Knowledge of Language: Five Analysis Methods with NPIs
  5 Sep 2019 · 1 repository · arXiv:1909.02597
  Syntology official: harvested, nothing ran · 0 ran · 3 unverified (of 3 harvested samples) · 3 pointer-only (licence)
• Machine learning approach of automatic identification and counting of blood cells
  5 Sep 2019 · 1 repository
• Semantics-aware BERT for Language Understanding
  5 Sep 2019 · 1 repository · arXiv:1909.02209
  Syntology 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)
• Source Dependency-Aware Transformer with Supervised Self-Attention
  5 Sep 2019 · 0 repositories · arXiv:1909.02273
• Syntax-Aware Aspect Level Sentiment Classification with Graph Attention Networks
  5 Sep 2019 · 0 repositories · arXiv:1909.02606
• Jointly Learning to Align and Translate with Transformer Models
  4 Sep 2019 · 1 repository · arXiv:1909.02074
• Mogrifier LSTM
  4 Sep 2019 · 3 repositories · arXiv:1909.01792
• Encode, Tag, Realize: High-Precision Text Editing
  3 Sep 2019 · 5 repositories · arXiv:1909.01187
  Syntology official (archive's flag): 5 ran · 8 ran (of which 0 constructed an object rather than computing a result; 7 with no instrument failure: 1 honoured, 0 violated, 6 with no contract checked; 1 where Syntology's instrument failed) · 3 unverified (of 11 harvested samples) · 1 pointer-only (licence)
• HarDNet: A Low Memory Traffic Network
  3 Sep 2019 · 24 repositories · arXiv:1909.00948
• Language Models as Knowledge Bases?
  3 Sep 2019 · 1 repository · arXiv:1909.01066
• Multimodal Deep Learning for Mental Disorders Prediction from Audio Speech Samples
  3 Sep 2019 · 0 repositories · arXiv:1909.01067
• The Bottom-up Evolution of Representations in the Transformer: A Study with Machine Translation and Language Modeling Objectives
  3 Sep 2019 · 0 repositories · arXiv:1909.01380
• Transfer Fine-Tuning: A BERT Case Study
  3 Sep 2019 · 1 repository · arXiv:1909.00931
• Unicoder: A Universal Language Encoder by Pre-training with Multiple Cross-lingual Tasks
  3 Sep 2019 · 0 repositories · arXiv:1909.00964
• How Contextual are Contextualized Word Representations? Comparing the Geometry of BERT, ELMo, and GPT-2 Embeddings
  2 Sep 2019 · 1 repository · arXiv:1909.00512
• Logic and the 2-Simplicial Transformer
  2 Sep 2019 · 0 repositories · arXiv:1909.00668
• SumQE: a BERT-based Summary Quality Estimation Model
  2 Sep 2019 · 1 repository · arXiv:1909.00578
• Classification Approaches to Identify Informative Tweets
  1 Sep 2019 · 0 repositories
• Cross-Lingual Machine Reading Comprehension
  1 Sep 2019 · 1 repository · arXiv:1909.00361
• Dependency-Based Relative Positional Encoding for Transformer NMT
  1 Sep 2019 · 0 repositories
• Dependency-Based Self-Attention for Transformer NMT
  1 Sep 2019 · 0 repositories
• Evaluating the Cross-Lingual Effectiveness of Massively Multilingual Neural Machine Translation
  1 Sep 2019 · 0 repositories · arXiv:1909.00437
• Evaluation of Stacked Embeddings for Bulgarian on the Downstream Tasks POS and NERC
  1 Sep 2019 · 0 repositories
• Evaluation of vector embedding models in clustering of text documents
  1 Sep 2019 · 0 repositories
• FriendsQA: Open-Domain Question Answering on TV Show Transcripts
  1 Sep 2019 · 0 repositories
• QuASE: Question-Answer Driven Sentence Encoding
  1 Sep 2019 · 1 repository · arXiv:1909.00333
• Multilingual Language Models for Named Entity Recognition in German and English
  1 Sep 2019 · 0 repositories
• Multilingual Probing of Deep Pre-Trained Contextual Encoders
  1 Sep 2019 · 0 repositories
• Global Entity Disambiguation with BERT
  1 Sep 2019 · 1 repository · arXiv:1909.00426
• Predicting Sentiment of Polish Language Short Texts
  1 Sep 2019 · 0 repositories
• Semantic Role Labeling with Pretrained Language Models for Known and Unknown Predicates
  1 Sep 2019 · 0 repositories
• Turkish Tweet Classification with Transformer Encoder
  1 Sep 2019 · 0 repositories
• Adversarial Learning with Contextual Embeddings for Zero-resource Cross-lingual Classification and NER
  31 Aug 2019 · 0 repositories · arXiv:1909.00153
• Evaluation Benchmarks and Learning Criteria for Discourse-Aware Sentence Representations
  31 Aug 2019 · 2 repositories · arXiv:1909.00142
  Syntology official (archive's flag): 2 ran · 2 ran (of which 0 constructed an object rather than computing a result; 1 with no instrument failure: 1 honoured, 0 violated, 0 with no contract checked; 1 where Syntology's instrument failed) · 0 unverified (of 2 harvested samples) · 2 pointer-only (licence)
• Humor Detection: A Transformer Gets the Last Laugh
  31 Aug 2019 · 2 repositories · arXiv:1909.00252
  Syntology official (archive's flag): 1 ran · 3 ran (of which 0 constructed an object rather than computing a result; 1 with no instrument failure: 1 honoured, 0 violated, 0 with no contract checked; 2 where Syntology's instrument failed) · 1 unverified (of 4 harvested samples) · 2 pointer-only (licence)
• Improving Multi-Head Attention with Capsule Networks
  31 Aug 2019 · 0 repositories · arXiv:1909.00188
• Knowledge Enhanced Attention for Robust Natural Language Inference
  31 Aug 2019 · 0 repositories · arXiv:1909.00102
• Modeling Graph Structure in Transformer for Better AMR-to-Text Generation
  31 Aug 2019 · 1 repository · arXiv:1909.00136
• NEZHA: Neural Contextualized Representation for Chinese Language Understanding
  31 Aug 2019 · 10 repositories · arXiv:1909.00204
• Quantity doesn't buy quality syntax with neural language models
  31 Aug 2019 · 0 repositories · arXiv:1909.00111
• Second-order Non-local Attention Networks for Person Re-identification
  31 Aug 2019 · 0 repositories · arXiv:1909.00295
• Small and Practical BERT Models for Sequence Labeling
  31 Aug 2019 · 0 repositories · arXiv:1909.00100
• Adapt or Get Left Behind: Domain Adaptation through BERT Language Model Finetuning for Aspect-Target Sentiment Classification
  30 Aug 2019 · 3 repositories · arXiv:1908.11860
  Syntology official: harvested, nothing 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)
• Adaptively Sparse Transformers
  30 Aug 2019 · 3 repositories · arXiv:1909.00015
  Syntology official (archive's flag): 2 ran · 3 ran (of which 0 constructed an object rather than computing a result; 0 with no instrument failure: 0 honoured, 0 violated, 0 with no contract checked; 3 where Syntology's instrument failed) · 0 unverified (of 3 harvested samples)
• Answering Conversational Questions on Structured Data without Logical Forms
  30 Aug 2019 · 0 repositories · arXiv:1908.11787
• Bilingual is At Least Monolingual (BALM): A Novel Translation Algorithm that Encodes Monolingual Priors
  30 Aug 2019 · 1 repository · arXiv:1909.01146
• EBPC: Extended Bit-Plane Compression for Deep Neural Network Inference and Training Accelerators
  30 Aug 2019 · 2 repositories · arXiv:1908.11645
• Learning Rich Representations For Structured Visual Prediction Tasks
  30 Aug 2019 · 0 repositories · arXiv:1908.11820
• Pre-training A Neural Language Model Improves The Sample Efficiency of an Emergency Room Classification Model
  30 Aug 2019 · 0 repositories · arXiv:1909.01136
• PAWS-X: A Cross-lingual Adversarial Dataset for Paraphrase Identification
  30 Aug 2019 · 3 repositories · arXiv:1908.11828
• Transformer Dissection: A Unified Understanding of Transformer's Attention via the Lens of Kernel
  30 Aug 2019 · 1 repository · arXiv:1908.11775
• Improving Deep Transformer with Depth-Scaled Initialization and Merged Attention
  29 Aug 2019 · 1 repository · arXiv:1908.11365
• Probing Representations Learned by Multimodal Recurrent and Transformer Models
  29 Aug 2019 · 0 repositories · arXiv:1908.11125
• Regularized Context Gates on Transformer for Machine Translation
  29 Aug 2019 · 0 repositories · arXiv:1908.11020
• Temporal Consistency Objectives Regularize the Learning of Disentangled Representations
  29 Aug 2019 · 1 repository · arXiv:1908.11330