Methods › General › Regularization › Weight Decay › Papers, page 99

Weight Decay

Papers archive 2025-07-28

archive papers tagged: 10,713 · with a code link: 4,533 · where Syntology ran a sample: 1,291 (1,064 with a run with no instrument failure, 227 where every run was a failure of Syntology's instrument) Syntology

Show: all tagged papersonly where code ran (1,291 of 10,713 tagged: 1,064 with a run with no instrument failure, 227 where every run was a failure of Syntology's instrument)

Page 99 of 108: papers 9,801 to 9,900 of 10,713, 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.

• Temporal Embeddings and Transformer Models for Narrative Text Understanding
  19 Mar 2020 · 0 repositories · arXiv:2003.08811
• The value of text for small business default prediction: A deep learning approach
  19 Mar 2020 · 0 repositories · arXiv:2003.08964
• X-Stance: A Multilingual Multi-Target Dataset for Stance Detection
  18 Mar 2020 · 1 repository · arXiv:2003.08385
• Author2Vec: A Framework for Generating User Embedding
  17 Mar 2020 · 0 repositories · arXiv:2003.11627
• Calibration of Pre-trained Transformers
  17 Mar 2020 · 1 repository · arXiv:2003.07892
• PO-EMO: Conceptualization, Annotation, and Modeling of Aesthetic Emotions in German and English Poetry
  17 Mar 2020 · 1 repository · arXiv:2003.07723
• Revisiting the Sibling Head in Object Detector
  17 Mar 2020 · 2 repositories · arXiv:2003.07540
• A Survey on Contextual Embeddings
  16 Mar 2020 · 0 repositories · arXiv:2003.07278
• Cost-Sensitive BERT for Generalisable Sentence Classification with Imbalanced Data
  16 Mar 2020 · 1 repository · arXiv:2003.11563
• TRANS-BLSTM: Transformer with Bidirectional LSTM for Language Understanding
  16 Mar 2020 · 0 repositories · arXiv:2003.07000
• FACMAC: Factored Multi-Agent Centralised Policy Gradients
  14 Mar 2020 · 3 repositories · arXiv:2003.06709
  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: 0 honoured, 0 violated, 1 with no contract checked; 1 where Syntology's instrument failed) · 2 unverified (of 4 harvested samples)
• Document Ranking with a Pretrained Sequence-to-Sequence Model
  14 Mar 2020 · 2 repositories · arXiv:2003.06713
• Finnish Language Modeling with Deep Transformer Models
  14 Mar 2020 · 0 repositories · arXiv:2003.11562
• Generating Major Types of Chinese Classical Poetry in a Uniformed Framework
  13 Mar 2020 · 0 repositories · arXiv:2003.11528
• Highly Efficient Salient Object Detection with 100K Parameters
  12 Mar 2020 · 1 repository · arXiv:2003.05643
  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) · 3 pointer-only (licence)
• Hurtful Words: Quantifying Biases in Clinical Contextual Word Embeddings
  11 Mar 2020 · 1 repository · arXiv:2003.11515
• Investigating Entity Knowledge in BERT with Simple Neural End-To-End Entity Linking
  11 Mar 2020 · 1 repository · arXiv:2003.05473
  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) · 0 unverified (of 4 harvested samples)
• Keyword-Attentive Deep Semantic Matching
  11 Mar 2020 · 1 repository · arXiv:2003.11516
• Online Meta-Critic Learning for Off-Policy Actor-Critic Methods
  11 Mar 2020 · 1 repository · arXiv:2003.05334
  Syntology official (archive's flag): 6 ran · 6 ran (of which 6 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; every one of the 6 samples that ran constructed an object rather than computing a result (of 6 harvested samples) · 6 pointer-only (licence)
• Efficient Intent Detection with Dual Sentence Encoders
  10 Mar 2020 · 5 repositories · arXiv:2003.04807
  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) · 2 unverified (of 6 harvested samples)
• Sensitive Data Detection and Classification in Spanish Clinical Text: Experiments with BERT
  6 Mar 2020 · 0 repositories · arXiv:2003.03106
• Transfer Learning for Information Extraction with Limited Data
  6 Mar 2020 · 0 repositories · arXiv:2003.03064
• BERT as a Teacher: Contextual Embeddings for Sequence-Level Reward
  5 Mar 2020 · 0 repositories · arXiv:2003.02738
• HypoNLI: Exploring the Artificial Patterns of Hypothesis-only Bias in Natural Language Inference
  5 Mar 2020 · 0 repositories · arXiv:2003.02756
• RecipeGPT: Generative Pre-training Based Cooking Recipe Generation and Evaluation System
  5 Mar 2020 · 1 repository · arXiv:2003.02498
• What the [MASK]? Making Sense of Language-Specific BERT Models
  5 Mar 2020 · 0 repositories · arXiv:2003.02912
• A Study on Efficiency, Accuracy and Document Structure for Answer Sentence Selection
  4 Mar 2020 · 0 repositories · arXiv:2003.02349
• Data Augmentation using Pre-trained Transformer Models
  4 Mar 2020 · 4 repositories · arXiv:2003.02245
  Syntology community repositories only · 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)
• Dynamic Experience Replay
  4 Mar 2020 · 0 repositories · arXiv:2003.02372
• jiant: A Software Toolkit for Research on General-Purpose Text Understanding Models
  4 Mar 2020 · 6 repositories · arXiv:2003.02249
  Syntology official (archive's flag): 6 ran · 6 ran (of which 3 constructed an object rather than computing a result; 4 with no instrument failure: 1 honoured, 0 violated, 3 with no contract checked; 2 where Syntology's instrument failed) · 2 unverified (of 8 harvested samples)
• Kleister: A novel task for Information Extraction involving Long Documents with Complex Layout
  4 Mar 2020 · 0 repositories · arXiv:2003.02356
• CLUECorpus2020: A Large-scale Chinese Corpus for Pre-training Language Model
  3 Mar 2020 · 2 repositories · arXiv:2003.01355
• Contention Window Optimization in IEEE 802.11ax Networks with Deep Reinforcement Learning
  3 Mar 2020 · 1 repository · arXiv:2003.01492
• Hierarchical Context Enhanced Multi-Domain Dialogue System for Multi-domain Task Completion
  3 Mar 2020 · 0 repositories · arXiv:2003.01338
• Hybrid Generative-Retrieval Transformers for Dialogue Domain Adaptation
  3 Mar 2020 · 0 repositories · arXiv:2003.01680
• Iterative Averaging in the Quest for Best Test Error
  2 Mar 2020 · 0 repositories · arXiv:2003.01247
• Reinforcement co-Learning of Deep and Spiking Neural Networks for Energy-Efficient Mapless Navigation with Neuromorphic Hardware
  2 Mar 2020 · 1 repository · arXiv:2003.01157
  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)
• AraBERT: Transformer-based Model for Arabic Language Understanding
  28 Feb 2020 · 4 repositories · arXiv:2003.00104
• DC-BERT: Decoupling Question and Document for Efficient Contextual Encoding
  28 Feb 2020 · 0 repositories · arXiv:2002.12591
• TextBrewer: An Open-Source Knowledge Distillation Toolkit for Natural Language Processing
  28 Feb 2020 · 1 repository · arXiv:2002.12620
• A Primer in BERTology: What we know about how BERT works
  27 Feb 2020 · 0 repositories · arXiv:2002.12327
• Adv-BERT: BERT is not robust on misspellings! Generating nature adversarial samples on BERT
  27 Feb 2020 · 0 repositories · arXiv:2003.04985
• Compressing Large-Scale Transformer-Based Models: A Case Study on BERT
  27 Feb 2020 · 0 repositories · arXiv:2002.11985
• MiniLM: Deep Self-Attention Distillation for Task-Agnostic Compression of Pre-Trained Transformers
  25 Feb 2020 · 1 repository · arXiv:2002.10957
• What BERT Sees: Cross-Modal Transfer for Visual Question Generation
  25 Feb 2020 · 0 repositories · arXiv:2002.10832
• Exploring BERT Parameter Efficiency on the Stanford Question Answering Dataset v2.0
  25 Feb 2020 · 0 repositories · arXiv:2002.10670
• Improving BERT Fine-Tuning via Self-Ensemble and Self-Distillation
  24 Feb 2020 · 1 repository · arXiv:2002.10345
  Syntology 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) · 0 unverified (of 3 harvested samples) · 3 pointer-only (licence)
• Neural Networks are Convex Regularizers: Exact Polynomial-time Convex Optimization Formulations for Two-layer Networks
  24 Feb 2020 · 0 repositories · arXiv:2002.10553
• Predicting Subjective Features of Questions of QA Websites using BERT
  24 Feb 2020 · 5 repositories · arXiv:2002.10107
• Training Question Answering Models From Synthetic Data
  22 Feb 2020 · 0 repositories · arXiv:2002.09599
• Federated pretraining and fine tuning of BERT using clinical notes from multiple silos
  20 Feb 2020 · 0 repositories · arXiv:2002.08562
• MaxUp: A Simple Way to Improve Generalization of Neural Network Training
  20 Feb 2020 · 1 repository · arXiv:2002.09024
  Syntology 0 ran · 1 unverified (of 1 harvested sample)
• Compressing BERT: Studying the Effects of Weight Pruning on Transfer Learning
  19 Feb 2020 · 1 repository · arXiv:2002.08307
• Improving Generalization by Controlling Label-Noise Information in Neural Network Weights
  19 Feb 2020 · 1 repository · arXiv:2002.07933
  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) · 1 unverified (of 7 harvested samples)
• The Microsoft Toolkit of Multi-Task Deep Neural Networks for Natural Language Understanding
  19 Feb 2020 · 3 repositories · arXiv:2002.07972
• From English To Foreign Languages: Transferring Pre-trained Language Models
  18 Feb 2020 · 1 repository · arXiv:2002.07306
  Syntology 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)
• A Financial Service Chatbot based on Deep Bidirectional Transformers
  17 Feb 2020 · 0 repositories · arXiv:2003.04987
• Incorporating BERT into Neural Machine Translation
  17 Feb 2020 · 3 repositories · arXiv:2002.06823
• Residual Continual Learning
  17 Feb 2020 · 1 repository · arXiv:2002.06774
  Syntology 4 ran (of which 3 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) · 4 unverified (of 8 harvested samples)
• SBERT-WK: A Sentence Embedding Method by Dissecting BERT-based Word Models
  16 Feb 2020 · 3 repositories · arXiv:2002.06652
• The Utility of General Domain Transfer Learning for Medical Language Tasks
  16 Feb 2020 · 0 repositories · arXiv:2002.06670
• Fine-Tuning Pretrained Language Models: Weight Initializations, Data Orders, and Early Stopping
  15 Feb 2020 · 4 repositories · arXiv:2002.06305
• UniVL: A Unified Video and Language Pre-Training Model for Multimodal Understanding and Generation
  15 Feb 2020 · 2 repositories · arXiv:2002.06353
  Syntology official: harvested, nothing 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) · 3 unverified (of 4 harvested samples) · 1 pointer-only (licence)
• FQuAD: French Question Answering Dataset
  14 Feb 2020 · 0 repositories · arXiv:2002.06071
• Stress Test Evaluation of Transformer-based Models in Natural Language Understanding Tasks
  14 Feb 2020 · 0 repositories · arXiv:2002.06261
• Transformer on a Diet
  14 Feb 2020 · 1 repository · arXiv:2002.06170
• TwinBERT: Distilling Knowledge to Twin-Structured BERT Models for Efficient Retrieval
  14 Feb 2020 · 2 repositories · arXiv:2002.06275
• Understanding patient complaint characteristics using contextual clinical BERT embeddings
  14 Feb 2020 · 0 repositories · arXiv:2002.05902
• A Simple Framework for Contrastive Learning of Visual Representations
  13 Feb 2020 · 96 repositories · arXiv:2002.05709
  Syntology official (archive's flag): 2 ran · 115 ran (of which 33 constructed an object rather than computing a result; 90 with no instrument failure: 1 honoured, 1 violated, 88 with no contract checked; 25 where Syntology's instrument failed) · 22 unverified (of 137 harvested samples) · 52 pointer-only (licence)
• CBAG: Conditional Biomedical Abstract Generation
  13 Feb 2020 · 0 repositories · arXiv:2002.05637
• Training Large Neural Networks with Constant Memory using a New Execution Algorithm
  13 Feb 2020 · 2 repositories · arXiv:2002.05645
  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)
• Learning to Compare for Better Training and Evaluation of Open Domain Natural Language Generation Models
  12 Feb 2020 · 0 repositories · arXiv:2002.05058
• Utilizing BERT Intermediate Layers for Aspect Based Sentiment Analysis and Natural Language Inference
  12 Feb 2020 · 1 repository · arXiv:2002.04815
• A Generalized Neural Tangent Kernel Analysis for Two-layer Neural Networks
  10 Feb 2020 · 0 repositories · arXiv:2002.04026
• Multilingual Alignment of Contextual Word Representations
  10 Feb 2020 · 1 repository · arXiv:2002.03518
  Syntology 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) · 2 unverified (of 3 harvested samples) · 3 pointer-only (licence)
• Application of Pre-training Models in Named Entity Recognition
  9 Feb 2020 · 0 repositories · arXiv:2002.08902
• Momentum Improves Normalized SGD
  9 Feb 2020 · 0 repositories · arXiv:2002.03305
• BERT-of-Theseus: Compressing BERT by Progressive Module Replacing
  7 Feb 2020 · 2 repositories · arXiv:2002.02925
  Syntology official: harvested, nothing 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) · 4 unverified (of 5 harvested samples) · 1 pointer-only (licence)
• Introducing Aspects of Creativity in Automatic Poetry Generation
  6 Feb 2020 · 1 repository · arXiv:2002.02511
• K-Adapter: Infusing Knowledge into Pre-Trained Models with Adapters
  5 Feb 2020 · 2 repositories · arXiv:2002.01808
  Syntology 11 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; 5 where Syntology's instrument failed) · 3 unverified (of 14 harvested samples) · 2 pointer-only (licence)
• Rapid Adaptation of BERT for Information Extraction on Domain-Specific Business Documents
  5 Feb 2020 · 1 repository · arXiv:2002.01861
• Interpretable & Time-Budget-Constrained Contextualization for Re-Ranking
  4 Feb 2020 · 1 repository · arXiv:2002.01854
• Bertrand-DR: Improving Text-to-SQL using a Discriminative Re-ranker
  3 Feb 2020 · 1 repository · arXiv:2002.00557
• Beat the AI: Investigating Adversarial Human Annotation for Reading Comprehension
  2 Feb 2020 · 1 repository · arXiv:2002.00293
• WaveTTS: Tacotron-based TTS with Joint Time-Frequency Domain Loss
  2 Feb 2020 · 0 repositories · arXiv:2002.00417
• Fine-Tuning BERT for Schema-Guided Zero-Shot Dialogue State Tracking
  1 Feb 2020 · 0 repositories · arXiv:2002.00181
• Pretrained Transformers for Simple Question Answering over Knowledge Graphs
  31 Jan 2020 · 1 repository · arXiv:2001.11985
• Adversarial Training for Aspect-Based Sentiment Analysis with BERT
  30 Jan 2020 · 4 repositories · arXiv:2001.11316
• On the Importance of Word Order Information in Cross-lingual Sequence Labeling
  30 Jan 2020 · 0 repositories · arXiv:2001.11164
• Joint Contextual Modeling for ASR Correction and Language Understanding
  28 Jan 2020 · 0 repositories · arXiv:2002.00750
• PEL-BERT: A Joint Model for Protocol Entity Linking
  28 Jan 2020 · 0 repositories · arXiv:2002.00744
• BERT's output layer recognizes all hidden layers? Some Intriguing Phenomena and a simple way to boost BERT
  25 Jan 2020 · 0 repositories · arXiv:2001.09309
• Generation-Distillation for Efficient Natural Language Understanding in Low-Data Settings
  25 Jan 2020 · 0 repositories · arXiv:2002.00733
• Gesticulator: A framework for semantically-aware speech-driven gesture generation
  25 Jan 2020 · 1 repository · arXiv:2001.09326
  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)
• PoWER-BERT: Accelerating BERT Inference via Progressive Word-vector Elimination
  24 Jan 2020 · 1 repository · arXiv:2001.08950
  Syntology official (archive's flag): 3 ran · 3 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; 0 where Syntology's instrument failed) · 0 unverified (of 3 harvested samples)
• Reducing Non-Normative Text Generation from Language Models
  23 Jan 2020 · 0 repositories · arXiv:2001.08764
• Interpretable End-to-end Urban Autonomous Driving with Latent Deep Reinforcement Learning
  23 Jan 2020 · 4 repositories · arXiv:2001.08726
  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) · 4 unverified (of 6 harvested samples)
• Navigation-Based Candidate Expansion and Pretrained Language Models for Citation Recommendation
  23 Jan 2020 · 0 repositories · arXiv:2001.08687
• A multimodal deep learning approach for named entity recognition from social media
  19 Jan 2020 · 0 repositories · arXiv:2001.06888
• Deep Learning for Hindi Text Classification: A Comparison
  19 Jan 2020 · 0 repositories · arXiv:2001.10340