Methods › General › Regularization › Dropout › Papers, page 194

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 194 of 275: papers 19,301 to 19,400 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.

• ELLE: Efficient Lifelong Pre-training for Emerging Data
  16 Nov 2021 · 0 repositories
• Empirical Analysis of Training Strategies of Transformer-based Japanese Chit-chat Systems
  16 Nov 2021 · 0 repositories
• End-To-End Sign Language Translation via Multitask Learning
  16 Nov 2021 · 0 repositories
• End-to-end Task-oriented Dialog Policy Learning based on Pre-trained Language Model
  16 Nov 2021 · 0 repositories
• Enhancing the Nonlinear Mutual Dependencies in Transformers with Mutual Information
  16 Nov 2021 · 0 repositories
• ERNIE-SPARSE: Learning Hierarchical Efficient Transformer Through Regularized Self-Attention
  16 Nov 2021 · 0 repositories
• Event Detection via Derangement Question Answering
  16 Nov 2021 · 0 repositories
• EventBERT
  16 Nov 2021 · 0 repositories
• Explicit Modeling the Context for Chinese NER
  16 Nov 2021 · 0 repositories
• Exploring and Adapting Chinese GPT to Pinyin Input Method
  16 Nov 2021 · 0 repositories
• Extreme Multi-label Text Classification with Multi-layer Experts
  16 Nov 2021 · 0 repositories
• Eye Gaze and Self-attention: How Humans and Transformers Attend Words in Sentences
  16 Nov 2021 · 0 repositories
• Fast and Accurate Transformer-based Translation with Character-Level Encoding and Subword-Level Decoding
  16 Nov 2021 · 0 repositories
• Feature-rich Open-vocabulary Interpretable Neural Representations for All of the World’s 7000 Languages
  16 Nov 2021 · 0 repositories
• Feature Structure Distillation for BERT Transferring
  16 Nov 2021 · 0 repositories
• Fix Bugs with Transformer through a Neural-Symbolic Edit Grammar
  16 Nov 2021 · 0 repositories
• FRSUM: Towards Faithful Abstractive Summarization via Enhancing Factual Robustness
  16 Nov 2021 · 0 repositories
• gaBERT — an Irish Language Model
  16 Nov 2021 · 0 repositories
• Generating Diverse and High-Quality Abstractive Summaries with Variational Transformers
  16 Nov 2021 · 0 repositories
• Generation of News Articles from Tweets : An Experiment
  16 Nov 2021 · 0 repositories
• Generative Pre-Trained Transformer for Design Concept Generation: An Exploration
  16 Nov 2021 · 0 repositories · arXiv:2111.08489
• Get the Point! Graph Enhanced Candidate Retrieval for Zero-shot Entity Linking
  16 Nov 2021 · 0 repositories
• GLM: General Language Model Pretraining with Autoregressive Blank Infilling
  16 Nov 2021 · 0 repositories
• Graph-based Fine-grained Multimodal Attention Mechanism for Sentiment Analysis
  16 Nov 2021 · 0 repositories
• How does the pre-training objective affect what large language models learn about linguistic properties?
  16 Nov 2021 · 0 repositories
• Impact of Tokenization on Language Models: An Analysis for Turkish
  16 Nov 2021 · 0 repositories
• Improving Compositional Generalization with Self-Training for Data-to-Text Generation
  16 Nov 2021 · 0 repositories
• Improving GPT-3 after deployment with a dynamic memory of feedback
  16 Nov 2021 · 0 repositories
• Improving Neural Models for Radiology Report Retrieval with Lexicon-based Automated Annotation
  16 Nov 2021 · 0 repositories
• Improving Unsupervised Sentence Simplification Using Fine-Tuned Masked Language Models
  16 Nov 2021 · 0 repositories
• Input-specific Attention Subnetworks for Adversarial Detection
  16 Nov 2021 · 0 repositories
• Integrated Semantic and Phonetic Post-correction for Chinese Speech Recognition
  16 Nov 2021 · 1 repository · arXiv:2111.08400
• Interpreting Language Models Through Knowledge Graph Extraction
  16 Nov 2021 · 1 repository · arXiv:2111.08546
• Interpreting the Robustness of Neural NLP Models to Textual Perturbations
  16 Nov 2021 · 0 repositories
• Investigating the Use of BERT Anchors for Bilingual Lexicon Induction with Minimal Supervision
  16 Nov 2021 · 0 repositories
• Is Neural Topic Modelling Better than Clustering? An Empirical Study on Clustering with Contextual Embeddings for Topics
  16 Nov 2021 · 0 repositories
• "Is Whole Word Masking Always Better for Chinese BERT?": Probing on Chinese Grammatical Error Correction
  16 Nov 2021 · 0 repositories
• KinyaBERT: a Morphology-aware Kinyarwanda Language Model
  16 Nov 2021 · 0 repositories
• Knowledge Enhanced Embedding: Improve Model Generalization Through Knowledge Graphs
  16 Nov 2021 · 0 repositories
• Knowledge Graph is in Rescue: Task Oriented Dialogue System for Response Generation without NLU and DM
  16 Nov 2021 · 0 repositories
• Knowledge-guided Transformer for Joint Theme and Emotion Classification of Chinese Classical Poetry
  16 Nov 2021 · 0 repositories
• Language Level Classification on German Texts using a Neural Approach
  16 Nov 2021 · 0 repositories
• Learn More from Less: Improving Conversational Recommender Systems via Contextual and Time-Aware Modeling
  16 Nov 2021 · 0 repositories
• Learning Methods for Solving Astronomy Course Problems
  16 Nov 2021 · 0 repositories
• Learning Non-Autoregressive Models from Search for Unsupervised Sentence Summarization
  16 Nov 2021 · 0 repositories
• Learning to Ignore Adversarial Attacks
  16 Nov 2021 · 0 repositories
• Life after BERT: What do Other Muppets Understand about Language?
  16 Nov 2021 · 0 repositories
• Listen to Both Sides and be Enlightened! -- Hierarchical Modality Fusion Network for Entity and Relation Extraction
  16 Nov 2021 · 0 repositories
• Looking Into the Black Box - How Are Idioms Processed in BERT?
  16 Nov 2021 · 0 repositories
• LordBERT: Embedding Long Text by Segment Ordering with BERT
  16 Nov 2021 · 0 repositories
• Making Transformers Solve Compositional Tasks
  16 Nov 2021 · 0 repositories
• MarCQAp: Effective Context Modeling for Conversational Question Answering
  16 Nov 2021 · 0 repositories
• MarkBERT: Marking Word Boundaries Improves Chinese BERT
  16 Nov 2021 · 1 repository
• MDERank: A Masked Document Embedding Rank Approach for Unsupervised Keyphrase Extraction
  16 Nov 2021 · 0 repositories
• Meeting Summarization with Pre-training and Clustering Methods
  16 Nov 2021 · 1 repository · arXiv:2111.08210
• Metadata Shaping: Natural Language Annotations for the Long Tail
  16 Nov 2021 · 0 repositories
• Modeling Hierarchical Syntax Structure with Triplet Position for Source Code Summarization
  16 Nov 2021 · 1 repository
• Moving the Eiffel Tower to ROME: Tracing and Editing Facts in GPT
  16 Nov 2021 · 0 repositories
• Multi-head or Single-head? An Empirical Comparison for Transformer Training
  16 Nov 2021 · 0 repositories
• N-grammer: Augmenting Transformers with latent n-grams
  16 Nov 2021 · 0 repositories
• Neural Keyphrase Generation: Analysis and Evaluation
  16 Nov 2021 · 0 repositories
• NSP-BERT: A Prompt-based Zero-Shot Learner Through an Original Pre-training Task —— Next Sentence Prediction
  16 Nov 2021 · 0 repositories
• On the Multilingual Capabilities of Very Large-Scale English Language Models
  16 Nov 2021 · 0 repositories
• On the Robustness of Reading Comprehension Models to Entity Renaming
  16 Nov 2021 · 0 repositories
• On Vision Features in Multimodal Machine Translation
  16 Nov 2021 · 0 repositories
• Online Advertising Revenue Forecasting: An Interpretable Deep Learning Approach
  16 Nov 2021 · 0 repositories · arXiv:2111.08840
• PARE: A Simple and Strong Baseline for Monolingual and Multilingual Distantly Supervised Relation Extraction
  16 Nov 2021 · 0 repositories
• Perturbations in the Wild: Leveraging Human-Written Text Perturbations for Realistic Adversarial Attack and Defense
  16 Nov 2021 · 0 repositories
• PESTO: A Post-User Fusion Network for Rumour Detection on Social Media
  16 Nov 2021 · 0 repositories
• Pinyin-bert: A new solution to Chinese pinyin to character conversion task
  16 Nov 2021 · 0 repositories
• PoliSe: Reinforcing Politeness using User Sentiment for Customer Care Response Generation
  16 Nov 2021 · 0 repositories
• Probing BERT’s priors with serial reproduction chains
  16 Nov 2021 · 0 repositories
• PromptBERT: Improving BERT Sentence Embeddings with Prompts
  16 Nov 2021 · 0 repositories
• Reasoning Like Program Executors
  16 Nov 2021 · 0 repositories
• ReCo: Reliable Multi-hop Causal Reasoning via Structural Causal Recurrent Unit
  16 Nov 2021 · 0 repositories
• Representation of Ambiguity in Pre-Trained Sentence Embeddings
  16 Nov 2021 · 0 repositories
• Retrieval-based Layer-wise Adaptive Transformer for Source Code Summarization
  16 Nov 2021 · 0 repositories
• Revisiting Softmax for Uncertainty Approximation in Text Classification
  16 Nov 2021 · 0 repositories
• Robustness of Bayesian Neural Networks to White-Box Adversarial Attacks
  16 Nov 2021 · 0 repositories · arXiv:2111.08591
• SAMBERT: Improve Aspect Sentiment Triplet Extraction by Segmenting the Attention Maps of BERT
  16 Nov 2021 · 0 repositories
• Self-Supervised Contrastive Learning with Adversarial Perturbations for Robust Pretrained Language Models
  16 Nov 2021 · 0 repositories
• Sequence-to-sequence AMR Parsing with Ancestor Information
  16 Nov 2021 · 0 repositories
• Sequence-to-Sequence Knowledge Graph Completion and Question Answering
  16 Nov 2021 · 0 repositories
• SHCT: A Successively Hierarchical Conditional Transformer for Controllable Paraphrase Generation
  16 Nov 2021 · 0 repositories
• SHIELD: Defending Textual Neural Networks against Black-Box Adversarial Attacks with Stochastic Multi-Expert Patcher
  16 Nov 2021 · 0 repositories
• ShrinkNAS : Single-Path One-Shot Operator Exploratory Training for Transformer with Dynamic Space Shrinking
  16 Nov 2021 · 0 repositories
• Softmax Bottleneck Makes Language Models Unable to Represent Multi-mode Word Distributions
  16 Nov 2021 · 0 repositories
• Solving Probability and Statistics Problems by Program Synthesis
  16 Nov 2021 · 0 repositories · arXiv:2111.08267
• Solving Probability and Statistics Problems by Program Synthesis
  16 Nov 2021 · 0 repositories
• Sparsifying Transformer Models with Trainable Representation Pooling
  16 Nov 2021 · 0 repositories
• Speaker Profiling in Multi-party Conversations
  16 Nov 2021 · 0 repositories
• Structured Pruning Learns Compact and Accurate Models
  16 Nov 2021 · 0 repositories
• SuperShaper: Task-Agnostic Super Pre-training of BERT Models with Variable Hidden Dimensions
  16 Nov 2021 · 0 repositories
• TACO: Pre-training of Deep Transformers with Attention Convolution using Disentangled Positional Representation
  16 Nov 2021 · 0 repositories
• Teaching BERT to Wait: Balancing Accuracy and Latency for Streaming Disfluency Detection
  16 Nov 2021 · 0 repositories
• Tell me who you are and i'll tell you what to do: A Persona Grounded Task Oriented Dialogue Generation System
  16 Nov 2021 · 0 repositories
• The impact of lexical and grammatical processing on generating code from natural language
  16 Nov 2021 · 0 repositories
• The Power of Prompt Tuning for Low-Resource Semantic Parsing
  16 Nov 2021 · 0 repositories
• Towards Coding Social Science Datasets with Language Models
  16 Nov 2021 · 0 repositories
• Towards Fully Self-Supervised Learning of Knowledge from Unstructured Text
  16 Nov 2021 · 0 repositories