Methods › General › Regularization › Dropout › Papers, page 256

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 256 of 275: papers 25,501 to 25,600 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.

• Exploring the Limits of Transfer Learning with a Unified Text-to-Text Transformer
  23 Oct 2019 · 57 repositories · arXiv:1910.10683
  Syntology 21 ran (of which 0 constructed an object rather than computing a result; 20 with no instrument failure: 1 honoured, 0 violated, 19 with no contract checked; 1 where Syntology's instrument failed) · 10 unverified (of 31 harvested samples)
• Hierarchical Transformers for Long Document Classification
  23 Oct 2019 · 3 repositories · arXiv:1910.10781
• Identification of primary angle-closure on AS-OCT images with Convolutional Neural Networks
  23 Oct 2019 · 0 repositories · arXiv:1910.10414
• Relation Module for Non-answerable Prediction on Question Answering
  23 Oct 2019 · 0 repositories · arXiv:1910.10843
• Speech-XLNet: Unsupervised Acoustic Model Pretraining For Self-Attention Networks
  23 Oct 2019 · 0 repositories · arXiv:1910.10387
• TCT: A Cross-supervised Learning Method for Multimodal Sequence Representation
  23 Oct 2019 · 0 repositories · arXiv:1911.05186
• We Know Where We Don't Know: 3D Bayesian CNNs for Credible Geometric Uncertainty
  23 Oct 2019 · 1 repository · arXiv:1910.10793
• Complex Transformer: A Framework for Modeling Complex-Valued Sequence
  22 Oct 2019 · 1 repository · arXiv:1910.10202
  Syntology official (archive's flag): 4 ran · 4 ran (of which 0 constructed an object rather than computing a result; 4 with no instrument failure: 1 honoured, 0 violated, 3 with no contract checked; 0 where Syntology's instrument failed) · 1 unverified (of 5 harvested samples)
• Exchangeable deep neural networks for set-to-set matching and learning
  22 Oct 2019 · 2 repositories · arXiv:1910.09972
• Depth-Adaptive Transformer
  22 Oct 2019 · 0 repositories · arXiv:1910.10073
• Establishing an Evaluation Metric to Quantify Climate Change Image Realism
  22 Oct 2019 · 0 repositories · arXiv:1910.10143
• Improving Transformer-based Speech Recognition Using Unsupervised Pre-training
  22 Oct 2019 · 1 repository · arXiv:1910.09932
• MRQA 2019 Shared Task: Evaluating Generalization in Reading Comprehension
  22 Oct 2019 · 1 repository · arXiv:1910.09753
  Syntology official (archive's flag): 3 ran · 3 ran (of which 0 constructed an object rather than computing a result; 2 with no instrument failure: 1 honoured, 1 violated, 0 with no contract checked; 1 where Syntology's instrument failed) · 0 unverified (of 3 harvested samples)
• Sequence-to-sequence Singing Synthesis Using the Feed-forward Transformer
  22 Oct 2019 · 0 repositories · arXiv:1910.09989
• Transformer-based Acoustic Modeling for Hybrid Speech Recognition
  22 Oct 2019 · 0 repositories · arXiv:1910.09799
• Improving Vehicle Re-Identification using CNN Latent Spaces: Metrics Comparison and Track-to-track Extension
  21 Oct 2019 · 1 repository · arXiv:1910.09458
• Learning to Make Generalizable and Diverse Predictions for Retrosynthesis
  21 Oct 2019 · 0 repositories · arXiv:1910.09688
• Transformer-CNN: Fast and Reliable tool for QSAR
  21 Oct 2019 · 1 repository · arXiv:1911.06603
• Personalized Graph Neural Networks with Attention Mechanism for Session-Aware Recommendation
  20 Oct 2019 · 3 repositories · arXiv:1910.08887
• Targeted Estimation of Heterogeneous Treatment Effect in Observational Survival Analysis
  20 Oct 2019 · 1 repository · arXiv:1910.08877
• MonaLog: a Lightweight System for Natural Language Inference Based on Monotonicity
  19 Oct 2019 · 1 repository · arXiv:1910.08772
• SPARK: Spatial-aware Online Incremental Attack Against Visual Tracking
  19 Oct 2019 · 1 repository · arXiv:1910.08681
• XL-Editor: Post-editing Sentences with XLNet
  19 Oct 2019 · 0 repositories · arXiv:1910.10479
• A Mutual Information Maximization Perspective of Language Representation Learning
  18 Oct 2019 · 0 repositories · arXiv:1910.08350
• BOBBY2: Buffer Based Robust High-Speed Object Tracking
  18 Oct 2019 · 1 repository · arXiv:1910.08263
• Model Compression with Two-stage Multi-teacher Knowledge Distillation for Web Question Answering System
  18 Oct 2019 · 0 repositories · arXiv:1910.08381
• BIG MOOD: Relating Transformers to Explicit Commonsense Knowledge
  17 Oct 2019 · 0 repositories · arXiv:1910.07713
• Fully Quantized Transformer for Machine Translation
  17 Oct 2019 · 0 repositories · arXiv:1910.10485
• Measuring semantic similarity of clinical trial outcomes using deep pre-trained language representations
  17 Oct 2019 · 0 repositories
• Predicting retrosynthetic pathways using a combined linguistic model and hyper-graph exploration strategy
  17 Oct 2019 · 0 repositories · arXiv:1910.08036
• Question Classification with Deep Contextualized Transformer
  17 Oct 2019 · 1 repository · arXiv:1910.10492
• Universal Text Representation from BERT: An Empirical Study
  17 Oct 2019 · 0 repositories · arXiv:1910.07973
• BERTRAM: Improved Word Embeddings Have Big Impact on Contextualized Model Performance
  16 Oct 2019 · 1 repository · arXiv:1910.07181
  Syntology official (archive's flag): 3 ran · 3 ran (of which 0 constructed an object rather than computing a result; 3 with no instrument failure: 0 honoured, 3 violated, 0 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 3 harvested samples)
• Bridging the Knowledge Gap: Enhancing Question Answering with World and Domain Knowledge
  16 Oct 2019 · 0 repositories · arXiv:1910.07429
• Efficiency through Auto-Sizing: Notre Dame NLP's Submission to the WNGT 2019 Efficiency Task
  16 Oct 2019 · 0 repositories · arXiv:1910.07134
• Evolution of transfer learning in natural language processing
  16 Oct 2019 · 0 repositories · arXiv:1910.07370
• Imperial College London Submission to VATEX Video Captioning Task
  16 Oct 2019 · 0 repositories · arXiv:1910.07482
• Injecting Hierarchy with U-Net Transformers
  16 Oct 2019 · 2 repositories · arXiv:1910.10488
• Analyzing the Forgetting Problem in the Pretrain-Finetuning of Dialogue Response Models
  16 Oct 2019 · 0 repositories · arXiv:1910.07117
• Offline handwritten mathematical symbol recognition utilising deep learning
  16 Oct 2019 · 0 repositories · arXiv:1910.07395
• Transformer ASR with Contextual Block Processing
  16 Oct 2019 · 0 repositories · arXiv:1910.07204
• Using Whole Document Context in Neural Machine Translation
  16 Oct 2019 · 0 repositories · arXiv:1910.07481
• Aligning Cross-Lingual Entities with Multi-Aspect Information
  15 Oct 2019 · 1 repository · arXiv:1910.06575
• Answering Complex Open-domain Questions Through Iterative Query Generation
  15 Oct 2019 · 1 repository · arXiv:1910.07000
  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, 1 violated, 0 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 1 harvested sample) · 1 pointer-only (licence)
• Enhancing the Transformer with Explicit Relational Encoding for Math Problem Solving
  15 Oct 2019 · 3 repositories · arXiv:1910.06611
  Syntology official (archive's flag): 8 ran · 8 ran (of which 0 constructed an object rather than computing a result; 8 with no instrument failure: 1 honoured, 0 violated, 7 with no contract checked; 0 where Syntology's instrument failed) · 3 unverified (of 11 harvested samples)
• Facebook AI's WAT19 Myanmar-English Translation Task Submission
  15 Oct 2019 · 0 repositories · arXiv:1910.06848
• Full-Scale Continuous Synthetic Sonar Data Generation with Markov Conditional Generative Adversarial Networks
  15 Oct 2019 · 0 repositories · arXiv:1910.06750
• ICPS-net: An End-to-End RGB-based Indoor Camera Positioning System using deep convolutional neural networks
  14 Oct 2019 · 0 repositories · arXiv:1910.06219
• Automatic Neural Network Compression by Sparsity-Quantization Joint Learning: A Constrained Optimization-based Approach
  14 Oct 2019 · 1 repository · arXiv:1910.05897
• On the Reduction of Variance and Overestimation of Deep Q-Learning
  14 Oct 2019 · 0 repositories · arXiv:1910.05983
• Structured Pruning of a BERT-based Question Answering Model
  14 Oct 2019 · 0 repositories · arXiv:1910.06360
• Q8BERT: Quantized 8Bit BERT
  14 Oct 2019 · 5 repositories · arXiv:1910.06188
  Syntology official (archive's flag): 5 ran · 10 ran (of which 0 constructed an object rather than computing a result; 9 with no instrument failure: 2 honoured, 0 violated, 7 with no contract checked; 1 where Syntology's instrument failed) · 1 unverified (of 11 harvested samples) · 3 pointer-only (licence)
• STANCY: Stance Classification Based on Consistency Cues
  14 Oct 2019 · 1 repository · arXiv:1910.06048
• Transformers without Tears: Improving the Normalization of Self-Attention
  14 Oct 2019 · 5 repositories · arXiv:1910.05895
  Syntology official (archive's flag): 3 ran · 3 ran (of which 0 constructed an object rather than computing a result; 3 with no instrument failure: 0 honoured, 0 violated, 3 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 3 harvested samples)
• Whatcha lookin' at? DeepLIFTing BERT's Attention in Question Answering
  14 Oct 2019 · 1 repository · arXiv:1910.06431
• If dropout limits trainable depth, does critical initialisation still matter? A large-scale statistical analysis on ReLU networks
  13 Oct 2019 · 0 repositories · arXiv:1910.05725
• Progress Notes Classification and Keyword Extraction using Attention-based Deep Learning Models with BERT
  13 Oct 2019 · 0 repositories · arXiv:1910.05786
• Stabilizing Transformers for Reinforcement Learning
  13 Oct 2019 · 5 repositories · arXiv:1910.06764
  Syntology 3 ran (of which 0 constructed an object rather than computing a result; 2 with no instrument failure: 0 honoured, 2 violated, 0 with no contract checked; 1 where Syntology's instrument failed) · 0 unverified (of 3 harvested samples) · 3 pointer-only (licence)
• Drop to Adapt: Learning Discriminative Features for Unsupervised Domain Adaptation
  12 Oct 2019 · 1 repository · arXiv:1910.05562
• vq-wav2vec: Self-Supervised Learning of Discrete Speech Representations
  12 Oct 2019 · 3 repositories · arXiv:1910.05453
  Syntology 3 ran (of which 0 constructed an object rather than computing a result; 3 with no instrument failure: 0 honoured, 0 violated, 3 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 3 harvested samples)
• Aff-Wild Database and AffWildNet
  11 Oct 2019 · 1 repository · arXiv:1910.05318
• Automatic segmentation of texts into units of meaning for reading assistance
  11 Oct 2019 · 0 repositories · arXiv:1910.05014
• BiPaR: A Bilingual Parallel Dataset for Multilingual and Cross-lingual Reading Comprehension on Novels
  11 Oct 2019 · 1 repository · arXiv:1910.05040
• CHD:Consecutive Horizontal Dropout for Human Gait Feature Extraction
  11 Oct 2019 · 0 repositories · arXiv:1910.05039
• exBERT: A Visual Analysis Tool to Explore Learned Representations in Transformers Models
  11 Oct 2019 · 1 repository · arXiv:1910.05276
• Cross-lingual Alignment vs Joint Training: A Comparative Study and A Simple Unified Framework
  10 Oct 2019 · 2 repositories · arXiv:1910.04708
• FUSE: Multi-Faceted Set Expansion by Coherent Clustering of Skip-grams
  10 Oct 2019 · 3 repositories · arXiv:1910.04345
• Multi-label Categorization of Accounts of Sexism using a Neural Framework
  10 Oct 2019 · 1 repository · arXiv:1910.04602
• Multilingual Question Answering from Formatted Text applied to Conversational Agents
  10 Oct 2019 · 0 repositories · arXiv:1910.04659
• On Recognizing Texts of Arbitrary Shapes with 2D Self-Attention
  10 Oct 2019 · 2 repositories · arXiv:1910.04396
• Structured Pruning of Large Language Models
  10 Oct 2019 · 2 repositories · arXiv:1910.04732
  Syntology community repositories only · 8 ran (of which 0 constructed an object rather than computing a result; 6 with no instrument failure: 1 honoured, 0 violated, 5 with no contract checked; 2 where Syntology's instrument failed) · 4 unverified (of 12 harvested samples) · 2 pointer-only (licence)
• The Implicit Regularization of Ordinary Least Squares Ensembles
  10 Oct 2019 · 1 repository · arXiv:1910.04743
• Visual Natural Language Query Auto-Completion for Estimating Instance Probabilities
  10 Oct 2019 · 1 repository · arXiv:1910.04887
• A Closer Look At Feature Space Data Augmentation For Few-Shot Intent Classification
  9 Oct 2019 · 0 repositories · arXiv:1910.04176
• Alternating Recurrent Dialog Model with Large-scale Pre-trained Language Models
  9 Oct 2019 · 1 repository · arXiv:1910.03756
• Is Multilingual BERT Fluent in Language Generation?
  9 Oct 2019 · 1 repository · arXiv:1910.03806
• On the adequacy of untuned warmup for adaptive optimization
  9 Oct 2019 · 1 repository · arXiv:1910.04209
  Syntology 4 ran (of which 0 constructed an object rather than computing a result; 4 with no instrument failure: 0 honoured, 0 violated, 4 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 4 harvested samples)
• PipeMare: Asynchronous Pipeline Parallel DNN Training
  9 Oct 2019 · 0 repositories · arXiv:1910.05124
• HuggingFace's Transformers: State-of-the-art Natural Language Processing
  9 Oct 2019 · 9 repositories · arXiv:1910.03771
  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) · 0 unverified (of 3 harvested samples)
• Deep Network Classification by Scattering and Homotopy Dictionary Learning
  8 Oct 2019 · 1 repository · arXiv:1910.03561
  Syntology official (archive's flag): 4 ran · 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) · 2 unverified (of 6 harvested samples)
• Knowledge Distillation from Internal Representations
  8 Oct 2019 · 0 repositories · arXiv:1910.03723
• SesameBERT: Attention for Anywhere
  8 Oct 2019 · 0 repositories · arXiv:1910.03176
• BERT for Evidence Retrieval and Claim Verification
  7 Oct 2019 · 2 repositories · arXiv:1910.02655
  Syntology 4 ran (of which 0 constructed an object rather than computing a result; 0 with no instrument failure: 0 honoured, 0 violated, 0 with no contract checked; 4 where Syntology's instrument failed) · 2 unverified (of 6 harvested samples) · 6 pointer-only (licence)
• Parallel Iterative Edit Models for Local Sequence Transduction
  7 Oct 2019 · 1 repository · arXiv:1910.02893
• SMArT: Training Shallow Memory-aware Transformers for Robotic Explainability
  7 Oct 2019 · 0 repositories · arXiv:1910.02974
• Named Entity Recognition -- Is there a glass ceiling?
  6 Oct 2019 · 1 repository · arXiv:1910.02403
• How Transformer Revitalizes Character-based Neural Machine Translation: An Investigation on Japanese-Vietnamese Translation Systems
  5 Oct 2019 · 1 repository · arXiv:1910.02238
• Distilling BERT into Simple Neural Networks with Unlabeled Transfer Data
  4 Oct 2019 · 0 repositories · arXiv:1910.01769
• Distributed Learning of Deep Neural Networks using Independent Subnet Training
  4 Oct 2019 · 2 repositories · arXiv:1910.02120
• Fine-grained Sentiment Classification using BERT
  4 Oct 2019 · 1 repository · arXiv:1910.03474
  Syntology 2 ran (of which 0 constructed an object rather than computing a result; 2 with no instrument failure: 0 honoured, 0 violated, 2 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 2 harvested samples)
• ZeRO: Memory Optimizations Toward Training Trillion Parameter Models
  4 Oct 2019 · 10 repositories · arXiv:1910.02054
  Syntology community repositories only · 1 ran (of which 0 constructed an object rather than computing a result; 1 with no instrument failure: 1 honoured, 0 violated, 0 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 1 harvested sample)
• Neural Zero-Inflated Quality Estimation Model For Automatic Speech Recognition System
  3 Oct 2019 · 0 repositories · arXiv:1910.01289
• Towards Understanding of Medical Randomized Controlled Trials by Conclusion Generation
  3 Oct 2019 · 1 repository · arXiv:1910.01462
• Vulnerability of Face Recognition to Deep Morphing
  3 Oct 2019 · 0 repositories · arXiv:1910.01933
• Cracking the Contextual Commonsense Code: Understanding Commonsense Reasoning Aptitude of Deep Contextual Representations
  2 Oct 2019 · 0 repositories · arXiv:1910.01157
• DistilBERT, a distilled version of BERT: smaller, faster, cheaper and lighter
  2 Oct 2019 · 37 repositories · arXiv:1910.01108
  Syntology official (archive's flag): 1 ran · 21 ran (of which 5 constructed an object rather than computing a result; 13 with no instrument failure: 3 honoured, 1 violated, 9 with no contract checked; 8 where Syntology's instrument failed) · 6 unverified (of 27 harvested samples) · 2 pointer-only (licence)
• Exploiting BERT for End-to-End Aspect-based Sentiment Analysis
  2 Oct 2019 · 1 repository · arXiv:1910.00883
• Linking artificial and human neural representations of language
  2 Oct 2019 · 1 repository · arXiv:1910.01244
  Syntology 8 ran (of which 0 constructed an object rather than computing a result; 4 with no instrument failure: 0 honoured, 0 violated, 4 with no contract checked; 4 where Syntology's instrument failed) · 3 unverified (of 11 harvested samples) · 3 pointer-only (licence)
• The merits of Universal Language Model Fine-tuning for Small Datasets -- a case with Dutch book reviews
  2 Oct 2019 · 2 repositories · arXiv:1910.00896
• A Bayesian Optimization Framework for Neural Network Compression
  1 Oct 2019 · 0 repositories