Methods › General › Regularization › Dropout › Papers, page 216

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 216 of 275: papers 21,501 to 21,600 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.

• Extractive and Abstractive Explanations for Fact-Checking and Evaluation of News
  27 Apr 2021 · 0 repositories · arXiv:2104.12918
• Generating Lead Sheets with Affect: A Novel Conditional seq2seq Framework
  27 Apr 2021 · 1 repository · arXiv:2104.13056
• Multi-class Text Classification using BERT-based Active Learning
  27 Apr 2021 · 0 repositories · arXiv:2104.14289
• Semi-supervised Interactive Intent Labeling
  27 Apr 2021 · 0 repositories · arXiv:2104.13406
• UoT-UWF-PartAI at SemEval-2021 Task 5: Self Attention Based Bi-GRU with Multi-Embedding Representation for Toxicity Highlighter
  27 Apr 2021 · 0 repositories · arXiv:2104.13164
• Accounting for Agreement Phenomena in Sentence Comprehension with Transformer Language Models: Effects of Similarity-based Interference on Surprisal and Attention
  26 Apr 2021 · 0 repositories · arXiv:2104.12874
• Diverse Image Inpainting with Bidirectional and Autoregressive Transformers
  26 Apr 2021 · 0 repositories · arXiv:2104.12335
• Easy and Efficient Transformer : Scalable Inference Solution For large NLP model
  26 Apr 2021 · 1 repository · arXiv:2104.12470
• Exploring Bayesian Deep Learning for Urgent Instructor Intervention Need in MOOC Forums
  26 Apr 2021 · 0 repositories · arXiv:2104.12643
• Focused Attention Improves Document-Grounded Generation
  26 Apr 2021 · 1 repository · arXiv:2104.12714
• HAO: Hardware-aware neural Architecture Optimization for Efficient Inference
  26 Apr 2021 · 0 repositories · arXiv:2104.12766
• Head-synchronous Decoding for Transformer-based Streaming ASR
  26 Apr 2021 · 0 repositories · arXiv:2104.12631
• MDETR -- Modulated Detection for End-to-End Multi-Modal Understanding
  26 Apr 2021 · 5 repositories · arXiv:2104.12763
  Syntology community repositories only · 7 ran (of which 4 constructed an object rather than computing a result; 6 with no instrument failure: 0 honoured, 1 violated, 5 with no contract checked; 1 where Syntology's instrument failed) · 4 unverified (of 11 harvested samples)
• PanGu-α: Large-scale Autoregressive Pretrained Chinese Language Models with Auto-parallel Computation
  26 Apr 2021 · 5 repositories · arXiv:2104.12369
• Phrase break prediction with bidirectional encoder representations in Japanese text-to-speech synthesis
  26 Apr 2021 · 1 repository · arXiv:2104.12395
• Recalibration of Aleatoric and Epistemic Regression Uncertainty in Medical Imaging
  26 Apr 2021 · 1 repository · arXiv:2104.12376
• Rich Semantics Improve Few-shot Learning
  26 Apr 2021 · 0 repositories · arXiv:2104.12709
• Spatio-Temporal Pruning and Quantization for Low-latency Spiking Neural Networks
  26 Apr 2021 · 0 repositories · arXiv:2104.12528
• Visformer: The Vision-friendly Transformer
  26 Apr 2021 · 5 repositories · arXiv:2104.12533
  Syntology 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)
• Wise-SrNet: A Novel Architecture for Enhancing Image Classification by Learning Spatial Resolution of Feature Maps
  26 Apr 2021 · 2 repositories · arXiv:2104.12294
• Potential Idiomatic Expression (PIE)-English: Corpus for Classes of Idioms
  25 Apr 2021 · 2 repositories · arXiv:2105.03280
• A Novel Transformer Based Semantic Segmentation Scheme for Fine-Resolution Remote Sensing Images
  25 Apr 2021 · 1 repository · arXiv:2104.12137
  Syntology official (archive's flag): 2 ran · 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) · 0 unverified (of 2 harvested samples) · 2 pointer-only (licence)
• Visual Saliency Transformer
  25 Apr 2021 · 2 repositories · arXiv:2104.12099
  Syntology 7 ran (of which 4 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) · 4 unverified (of 11 harvested samples) · 11 pointer-only (licence)
• baller2vec++: A Look-Ahead Multi-Entity Transformer For Modeling Coordinated Agents
  24 Apr 2021 · 1 repository · arXiv:2104.11980
  Syntology official (archive's flag): 2 ran · 2 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; 0 where Syntology's instrument failed) · 2 unverified (of 4 harvested samples)
• Extract then Distill: Efficient and Effective Task-Agnostic BERT Distillation
  24 Apr 2021 · 0 repositories · arXiv:2104.11928
• Learning Passage Impacts for Inverted Indexes
  24 Apr 2021 · 1 repository · arXiv:2104.12016
  Syntology 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)
• Analysing Cyberbullying using Natural Language Processing by Understanding Jargon in Social Media
  23 Apr 2021 · 0 repositories · arXiv:2107.08902
• BERT-CoQAC: BERT-based Conversational Question Answering in Context
  23 Apr 2021 · 0 repositories · arXiv:2104.11394
• Comparative Analysis of Machine Learning and Deep Learning Algorithms for Detection of Online Hate Speech
  23 Apr 2021 · 0 repositories · arXiv:2108.01063
• DeepMix: Online Auto Data Augmentation for Robust Visual Object Tracking
  23 Apr 2021 · 0 repositories · arXiv:2104.11585
• Learning to Cluster Faces via Transformer
  23 Apr 2021 · 0 repositories · arXiv:2104.11502
• Multimodal Fusion with BERT and Attention Mechanism for Fake News Detection
  23 Apr 2021 · 1 repository · arXiv:2104.11476
• Optimizing small BERTs trained for German NER
  23 Apr 2021 · 2 repositories · arXiv:2104.11559
• Towards Trustworthy Deception Detection: Benchmarking Model Robustness across Domains, Modalities, and Languages
  23 Apr 2021 · 0 repositories · arXiv:2104.11761
• VidTr: Video Transformer Without Convolutions
  23 Apr 2021 · 0 repositories · arXiv:2104.11746
• On Geodesic Distances and Contextual Embedding Compression for Text Classification
  22 Apr 2021 · 1 repository · arXiv:2104.11295
• VATT: Transformers for Multimodal Self-Supervised Learning from Raw Video, Audio and Text
  22 Apr 2021 · 5 repositories · arXiv:2104.11178
  Syntology community repositories only · 5 ran (of which 4 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) · 3 unverified (of 8 harvested samples) · 8 pointer-only (licence)
• A Fully Spiking Hybrid Neural Network for Energy-Efficient Object Detection
  21 Apr 2021 · 0 repositories · arXiv:2104.10719
• Carbon Emissions and Large Neural Network Training
  21 Apr 2021 · 0 repositories · arXiv:2104.10350
• Discriminative Self-training for Punctuation Prediction
  21 Apr 2021 · 0 repositories · arXiv:2104.10339
• Disfluency Detection with Unlabeled Data and Small BERT Models
  21 Apr 2021 · 0 repositories · arXiv:2104.10769
• Label-Synchronous Speech-to-Text Alignment for ASR Using Forward and Backward Transformers
  21 Apr 2021 · 0 repositories · arXiv:2104.10328
• Rethinking Annotation Granularity for Overcoming Shortcuts in Deep Learning-based Radiograph Diagnosis: A Multicenter Study
  21 Apr 2021 · 0 repositories · arXiv:2104.10553
• Adapting Long Context NLM for ASR Rescoring in Conversational Agents
  21 Apr 2021 · 0 repositories · arXiv:2104.11070
• A Bayesian Convolutional Neural Network for Robust Galaxy Ellipticity Regression
  20 Apr 2021 · 0 repositories · arXiv:2104.09970
• Analyzing COVID-19 Tweets with Transformer-based Language Models
  20 Apr 2021 · 0 repositories · arXiv:2104.10259
• B-PROP: Bootstrapped Pre-training with Representative Words Prediction for Ad-hoc Retrieval
  20 Apr 2021 · 1 repository · arXiv:2104.09791
  Syntology official (archive's flag): 10 ran · 10 ran (of which 0 constructed an object rather than computing a result; 7 with no instrument failure: 2 honoured, 0 violated, 5 with no contract checked; 3 where Syntology's instrument failed) · 6 unverified (of 16 harvested samples) · 3 pointer-only (licence)
• CATE meets ML -- The Conditional Average Treatment Effect and Machine Learning
  20 Apr 2021 · 0 repositories · arXiv:2104.09935
• Discovering an Aid Policy to Minimize Student Evasion Using Offline Reinforcement Learning
  20 Apr 2021 · 0 repositories · arXiv:2104.10258
• Efficient pre-training objectives for Transformers
  20 Apr 2021 · 0 repositories · arXiv:2104.09694
• Measuring Shifts in Attitudes Towards COVID-19 Measures in Belgium Using Multilingual BERT
  20 Apr 2021 · 1 repository · arXiv:2104.09947
• Modeling Event Plausibility with Consistent Conceptual Abstraction
  20 Apr 2021 · 1 repository · arXiv:2104.10247
  Syntology official: harvested, nothing ran · 0 ran · 1 unverified (of 1 harvested sample)
• Subsentence Extraction from Text Using Coverage-Based Deep Learning Language Models
  20 Apr 2021 · 1 repository · arXiv:2104.09777
• UIT-ISE-NLP at SemEval-2021 Task 5: Toxic Spans Detection with BiLSTM-CRF and ToxicBERT Comment Classification
  20 Apr 2021 · 1 repository · arXiv:2104.10100
• WASSA@IITK at WASSA 2021: Multi-task Learning and Transformer Finetuning for Emotion Classification and Empathy Prediction
  20 Apr 2021 · 0 repositories · arXiv:2104.09827
• A novel time-frequency Transformer based on self-attention mechanism and its application in fault diagnosis of rolling bearings
  19 Apr 2021 · 0 repositories · arXiv:2104.09079
• Advanced Long-context End-to-end Speech Recognition Using Context-expanded Transformers
  19 Apr 2021 · 0 repositories · arXiv:2104.09426
• Attention in Attention Network for Image Super-Resolution
  19 Apr 2021 · 2 repositories · arXiv:2104.09497
  Syntology 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)
• BigGreen at SemEval-2021 Task 1: Lexical Complexity Prediction with Assembly Models
  19 Apr 2021 · 1 repository · arXiv:2104.09040
• Code Structure Guided Transformer for Source Code Summarization
  19 Apr 2021 · 0 repositories · arXiv:2104.09340
• ELECTRAMed: a new pre-trained language representation model for biomedical NLP
  19 Apr 2021 · 2 repositories · arXiv:2104.09585
• Extracting Temporal Event Relation with Syntax-guided Graph Transformer
  19 Apr 2021 · 1 repository · arXiv:2104.09570
• Improving Transformer-Kernel Ranking Model Using Conformer and Query Term Independence
  19 Apr 2021 · 0 repositories · arXiv:2104.09393
• Interpreting intermediate convolutional layers of generative CNNs trained on waveforms
  19 Apr 2021 · 0 repositories · arXiv:2104.09489
• Memory Efficient 3D U-Net with Reversible Mobile Inverted Bottlenecks for Brain Tumor Segmentation
  19 Apr 2021 · 0 repositories · arXiv:2104.09648
• Modeling "Newsworthiness" for Lead-Generation Across Corpora
  19 Apr 2021 · 0 repositories · arXiv:2104.09653
• Multi-Modal Fusion Transformer for End-to-End Autonomous Driving
  19 Apr 2021 · 2 repositories · arXiv:2104.09224
  Syntology official (archive's flag): 3 ran · 9 ran (of which 7 constructed an object rather than computing a result; 8 with no instrument failure: 0 honoured, 1 violated, 7 with no contract checked; 1 where Syntology's instrument failed) · 6 unverified (of 15 harvested samples)
• Neural Language Models with Distant Supervision to Identify Major Depressive Disorder from Clinical Notes
  19 Apr 2021 · 0 repositories · arXiv:2104.09644
• OCTIS: Comparing and Optimizing Topic models is Simple!
  19 Apr 2021 · 1 repository
• Operationalizing a National Digital Library: The Case for a Norwegian Transformer Model
  19 Apr 2021 · 2 repositories · arXiv:2104.09617
• Probing for Bridging Inference in Transformer Language Models
  19 Apr 2021 · 1 repository · arXiv:2104.09400
• Sentiment Classification in Swahili Language Using Multilingual BERT
  19 Apr 2021 · 0 repositories · arXiv:2104.09006
• TeamUNCC@LT-EDI-EACL2021: Hope Speech Detection using Transfer Learning with Transformers
  19 Apr 2021 · 1 repository
• TransCrowd: weakly-supervised crowd counting with transformers
  19 Apr 2021 · 1 repository · arXiv:2104.09116
• A Token-level Reference-free Hallucination Detection Benchmark for Free-form Text Generation
  18 Apr 2021 · 2 repositories · arXiv:2104.08704
  Syntology 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)
• An Uncertainty-aware Hierarchical Probabilistic Network for Early Prediction, Quantification and Segmentation of Pulmonary Tumour Growth
  18 Apr 2021 · 0 repositories · arXiv:2104.08789
• Attention-based Clinical Note Summarization
  18 Apr 2021 · 1 repository · arXiv:2104.08942
• CEAR: Cross-Entity Aware Reranker for Knowledge Base Completion
  18 Apr 2021 · 0 repositories · arXiv:2104.08741
• A Simple and Effective Positional Encoding for Transformers
  18 Apr 2021 · 0 repositories · arXiv:2104.08698
• Distributed NLI: Learning to Predict Human Opinion Distributions for Language Reasoning
  18 Apr 2021 · 1 repository · arXiv:2104.08676
• Dual-View Distilled BERT for Sentence Embedding
  18 Apr 2021 · 0 repositories · arXiv:2104.08675
• Fantastically Ordered Prompts and Where to Find Them: Overcoming Few-Shot Prompt Order Sensitivity
  18 Apr 2021 · 2 repositories · arXiv:2104.08786
  Syntology 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) · 7 unverified (of 10 harvested samples)
• FedNLP: Benchmarking Federated Learning Methods for Natural Language Processing Tasks
  18 Apr 2021 · 1 repository · arXiv:2104.08815
• GPT3Mix: Leveraging Large-scale Language Models for Text Augmentation
  18 Apr 2021 · 1 repository · arXiv:2104.08826
  Syntology 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)
• Knowledge Neurons in Pretrained Transformers
  18 Apr 2021 · 3 repositories · arXiv:2104.08696
  Syntology official (archive's flag): 1 ran · 2 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; 1 where Syntology's instrument failed) · 1 unverified (of 3 harvested samples)
• Language in a (Search) Box: Grounding Language Learning in Real-World Human-Machine Interaction
  18 Apr 2021 · 0 repositories · arXiv:2104.08874
• MT6: Multilingual Pretrained Text-to-Text Transformer with Translation Pairs
  18 Apr 2021 · 2 repositories · arXiv:2104.08692
• Cross-Task Generalization via Natural Language Crowdsourcing Instructions
  18 Apr 2021 · 3 repositories · arXiv:2104.08773
  Syntology official (archive's flag): 4 ran · 5 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; 4 where Syntology's instrument failed) · 0 unverified (of 5 harvested samples) · 1 pointer-only (licence)
• Cross-Attention is All You Need: Adapting Pretrained Transformers for Machine Translation
  18 Apr 2021 · 1 repository · arXiv:2104.08771
  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: 0 honoured, 0 violated, 4 with no contract checked; 0 where Syntology's instrument failed) · 3 unverified (of 7 harvested samples) · 7 pointer-only (licence)
• Rethinking Network Pruning -- under the Pre-train and Fine-tune Paradigm
  18 Apr 2021 · 1 repository · arXiv:2104.08682
  Syntology 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)
• SimCSE: Simple Contrastive Learning of Sentence Embeddings
  18 Apr 2021 · 23 repositories · arXiv:2104.08821
  Syntology community repositories only · 17 ran (of which 9 constructed an object rather than computing a result; 12 with no instrument failure: 1 honoured, 0 violated, 11 with no contract checked; 5 where Syntology's instrument failed) · 13 unverified (of 30 harvested samples) · 19 pointer-only (licence)
• The Power of Scale for Parameter-Efficient Prompt Tuning
  18 Apr 2021 · 12 repositories · arXiv:2104.08691
  Syntology community repositories only · 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) · 2 unverified (of 15 harvested samples)
• When Does Pretraining Help? Assessing Self-Supervised Learning for Law and the CaseHOLD Dataset
  18 Apr 2021 · 2 repositories · arXiv:2104.08671
  Syntology official (archive's flag): 1 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) · 3 unverified (of 9 harvested samples)
• Zero-shot Cross-lingual Transfer of Neural Machine Translation with Multilingual Pretrained Encoders
  18 Apr 2021 · 1 repository · arXiv:2104.08757
  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) · 0 unverified (of 1 harvested sample) · 1 pointer-only (licence)
• A multilabel approach to morphosyntactic probing
  17 Apr 2021 · 0 repositories · arXiv:2104.08464
• Action Advising with Advice Imitation in Deep Reinforcement Learning
  17 Apr 2021 · 2 repositories · arXiv:2104.08441
• ASBERT: Siamese and Triplet network embedding for open question answering
  17 Apr 2021 · 0 repositories · arXiv:2104.08558
• Co-BERT: A Context-Aware BERT Retrieval Model Incorporating Local and Query-specific Context
  17 Apr 2021 · 0 repositories · arXiv:2104.08523
• Decrypting Cryptic Crosswords: Semantically Complex Wordplay Puzzles as a Target for NLP
  17 Apr 2021 · 2 repositories · arXiv:2104.08620
• Frequency-based Distortions in Contextualized Word Embeddings
  17 Apr 2021 · 0 repositories · arXiv:2104.08465