Methods › General › Regularization › Weight Decay › Papers, page 58

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 58 of 108: papers 5,701 to 5,800 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.

• PromptCap: Prompt-Guided Image Captioning for VQA with GPT-3
  1 Jan 2023 · 0 repositories
• Rethinking with Retrieval: Faithful Large Language Model Inference
  31 Dec 2022 · 1 repository · arXiv:2301.00303
• Sentiment Analysis of COVID-19 Public Activity Restriction (PPKM) Impact using BERT Method
  31 Dec 2022 · 0 repositories · arXiv:2301.00096
• An Analysis of Attention via the Lens of Exchangeability and Latent Variable Models
  30 Dec 2022 · 0 repositories · arXiv:2212.14852
• Distant Reading of the German Coalition Deal: Recognizing Policy Positions with BERT-based Text Classification
  30 Dec 2022 · 0 repositories · arXiv:2212.14648
• Targeted Phishing Campaigns using Large Scale Language Models
  30 Dec 2022 · 0 repositories · arXiv:2301.00665
• GPT Takes the Bar Exam
  29 Dec 2022 · 5 repositories · arXiv:2212.14402
• Maximizing Use-Case Specificity through Precision Model Tuning
  29 Dec 2022 · 0 repositories · arXiv:2212.14206
• On the Geometry of Reinforcement Learning in Continuous State and Action Spaces
  29 Dec 2022 · 0 repositories · arXiv:2301.00009
• Cramming: Training a Language Model on a Single GPU in One Day
  28 Dec 2022 · 1 repository · arXiv:2212.14034
  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, 2 violated, 0 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 2 harvested samples)
• A Survey on Knowledge-Enhanced Pre-trained Language Models
  27 Dec 2022 · 0 repositories · arXiv:2212.13428
• DeepCuts: Single-Shot Interpretability based Pruning for BERT
  27 Dec 2022 · 1 repository · arXiv:2212.13392
• TegFormer: Topic-to-Essay Generation with Good Topic Coverage and High Text Coherence
  27 Dec 2022 · 0 repositories · arXiv:2212.13456
• Using Large Language Models to Generate Engaging Captions for Data Visualizations
  27 Dec 2022 · 0 repositories · arXiv:2212.14047
• Biologically Inspired Design Concept Generation Using Generative Pre-Trained Transformers
  26 Dec 2022 · 0 repositories · arXiv:2212.13196
• Benchmark for Uncertainty & Robustness in Self-Supervised Learning
  23 Dec 2022 · 1 repository · arXiv:2212.12411
• Finetuning for Sarcasm Detection with a Pruned Dataset
  23 Dec 2022 · 1 repository · arXiv:2212.12213
• Why Does Surprisal From Larger Transformer-Based Language Models Provide a Poorer Fit to Human Reading Times?
  23 Dec 2022 · 0 repositories · arXiv:2212.12131
• CAMeMBERT: Cascading Assistant-Mediated Multilingual BERT
  22 Dec 2022 · 0 repositories · arXiv:2212.11456
• Enhancing the prediction of disease outcomes using electronic health records and pretrained deep learning models
  22 Dec 2022 · 0 repositories · arXiv:2212.12067
• Analyzing Semantic Faithfulness of Language Models via Input Intervention on Question Answering
  21 Dec 2022 · 1 repository · arXiv:2212.10696
• Automatic Emotion Modelling in Written Stories
  21 Dec 2022 · 1 repository · arXiv:2212.11382
• Cross-Linguistic Syntactic Difference in Multilingual BERT: How Good is It and How Does It Affect Transfer?
  21 Dec 2022 · 1 repository · arXiv:2212.10879
• Entropy- and Distance-Based Predictors From GPT-2 Attention Patterns Predict Reading Times Over and Above GPT-2 Surprisal
  21 Dec 2022 · 1 repository · arXiv:2212.11185
  Syntology official (archive's flag): 7 ran · 7 ran (of which 0 constructed an object rather than computing a result; 7 with no instrument failure: 0 honoured, 0 violated, 7 with no contract checked; 0 where Syntology's instrument failed) · 4 unverified (of 11 harvested samples) · 8 pointer-only (licence)
• JASMINE: Arabic GPT Models for Few-Shot Learning
  21 Dec 2022 · 0 repositories · arXiv:2212.10755
• KL Regularized Normalization Framework for Low Resource Tasks
  21 Dec 2022 · 0 repositories · arXiv:2212.11275
• Towards Efficient Visual Simplification of Computational Graphs in Deep Neural Networks
  21 Dec 2022 · 0 repositories · arXiv:2212.10774
• A Twitter BERT Approach for Offensive Language Detection in Marathi
  20 Dec 2022 · 0 repositories · arXiv:2212.10039
• ByGPT5: End-to-End Style-conditioned Poetry Generation with Token-free Language Models
  20 Dec 2022 · 1 repository · arXiv:2212.10474
  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)
• Controllable Text Generation with Language Constraints
  20 Dec 2022 · 0 repositories · arXiv:2212.10466
• Do language models have coherent mental models of everyday things?
  20 Dec 2022 · 1 repository · arXiv:2212.10029
  Syntology official: harvested, nothing ran · 0 ran · 5 unverified (of 5 harvested samples)
• DocAsRef: An Empirical Study on Repurposing Reference-Based Summary Quality Metrics Reference-Freely
  20 Dec 2022 · 1 repository · arXiv:2212.10013
• Generic Temporal Reasoning with Differential Analysis and Explanation
  20 Dec 2022 · 0 repositories · arXiv:2212.10467
• Go-tuning: Improving Zero-shot Learning Abilities of Smaller Language Models
  20 Dec 2022 · 0 repositories · arXiv:2212.10461
• Hybrid Rule-Neural Coreference Resolution System based on Actor-Critic Learning
  20 Dec 2022 · 0 repositories · arXiv:2212.10087
• Identifying and Manipulating the Personality Traits of Language Models
  20 Dec 2022 · 0 repositories · arXiv:2212.10276
• In and Out-of-Domain Text Adversarial Robustness via Label Smoothing
  20 Dec 2022 · 0 repositories · arXiv:2212.10258
• Is GPT-3 a Good Data Annotator?
  20 Dec 2022 · 1 repository · arXiv:2212.10450
• Evaluating Psychological Safety of Large Language Models
  20 Dec 2022 · 0 repositories · arXiv:2212.10529
• Large Language Models Are Reasoning Teachers
  20 Dec 2022 · 1 repository · arXiv:2212.10071
  Syntology official (archive's flag): 7 ran · 7 ran (of which 0 constructed an object rather than computing a result; 7 with no instrument failure: 0 honoured, 0 violated, 7 with no contract checked; 0 where Syntology's instrument failed) · 2 unverified (of 9 harvested samples)
• PairReranker: Pairwise Reranking for Natural Language Generation
  20 Dec 2022 · 0 repositories · arXiv:2212.10555
• Parameter-efficient Zero-shot Transfer for Cross-Language Dense Retrieval with Adapters
  20 Dec 2022 · 0 repositories · arXiv:2212.10448
• Pay Attention to Your Tone: Introducing a New Dataset for Polite Language Rewrite
  20 Dec 2022 · 1 repository · arXiv:2212.10190
• Pretraining Without Attention
  20 Dec 2022 · 1 repository · arXiv:2212.10544
  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)
• True Detective: A Deep Abductive Reasoning Benchmark Undoable for GPT-3 and Challenging for GPT-4
  20 Dec 2022 · 0 repositories · arXiv:2212.10114
• Why Can GPT Learn In-Context? Language Models Implicitly Perform Gradient Descent as Meta-Optimizers
  20 Dec 2022 · 1 repository · arXiv:2212.10559
• Do CoNLL-2003 Named Entity Taggers Still Work Well in 2023?
  19 Dec 2022 · 1 repository · arXiv:2212.09747
• Emergent Analogical Reasoning in Large Language Models
  19 Dec 2022 · 2 repositories · arXiv:2212.09196
  Syntology community repositories only · 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)
• Enriching Relation Extraction with OpenIE
  19 Dec 2022 · 0 repositories · arXiv:2212.09376
• Evaluating Human-Language Model Interaction
  19 Dec 2022 · 1 repository · arXiv:2212.09746
• Large Language Models are Better Reasoners with Self-Verification
  19 Dec 2022 · 1 repository · arXiv:2212.09561
  Syntology official: harvested, nothing ran · 0 ran · 1 unverified (of 1 harvested sample)
• LENS: A Learnable Evaluation Metric for Text Simplification
  19 Dec 2022 · 1 repository · arXiv:2212.09739
• Less is More: Parameter-Free Text Classification with Gzip
  19 Dec 2022 · 0 repositories · arXiv:2212.09410
• MANTIS at TSAR-2022 Shared Task: Improved Unsupervised Lexical Simplification with Pretrained Encoders
  19 Dec 2022 · 0 repositories · arXiv:2212.09855
• Reasoning with Language Model Prompting: A Survey
  19 Dec 2022 · 2 repositories · arXiv:2212.09597
• The case for 4-bit precision: k-bit Inference Scaling Laws
  19 Dec 2022 · 1 repository · arXiv:2212.09720
• Bort: Towards Explainable Neural Networks with Bounded Orthogonal Constraint
  18 Dec 2022 · 1 repository · arXiv:2212.09062
  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)
• Can Retriever-Augmented Language Models Reason? The Blame Game Between the Retriever and the Language Model
  18 Dec 2022 · 1 repository · arXiv:2212.09146
• Neural Coreference Resolution based on Reinforcement Learning
  18 Dec 2022 · 0 repositories · arXiv:2212.09028
• Neural Rankers for Effective Screening Prioritisation in Medical Systematic Review Literature Search
  18 Dec 2022 · 0 repositories · arXiv:2212.09017
• Exploiting Rich Textual User-Product Context for Improving Sentiment Analysis
  17 Dec 2022 · 0 repositories · arXiv:2212.08888
• LegalRelectra: Mixed-domain Language Modeling for Long-range Legal Text Comprehension
  16 Dec 2022 · 0 repositories · arXiv:2212.08204
• MURMUR: Modular Multi-Step Reasoning for Semi-Structured Data-to-Text Generation
  16 Dec 2022 · 0 repositories · arXiv:2212.08607
• Plansformer: Generating Symbolic Plans using Transformers
  16 Dec 2022 · 0 repositories · arXiv:2212.08681
• POIBERT: A Transformer-based Model for the Tour Recommendation Problem
  16 Dec 2022 · 0 repositories · arXiv:2212.13900
• Preventing RNN from Using Sequence Length as a Feature
  16 Dec 2022 · 0 repositories · arXiv:2212.08276
• ReCo: Reliable Causal Chain Reasoning via Structural Causal Recurrent Neural Networks
  16 Dec 2022 · 1 repository · arXiv:2212.08322
  Syntology official (archive's flag): 4 ran · 4 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; 1 where Syntology's instrument failed) · 2 unverified (of 6 harvested samples) · 6 pointer-only (licence)
• Self-Prompting Large Language Models for Zero-Shot Open-Domain QA
  16 Dec 2022 · 1 repository · arXiv:2212.08635
• Utilizing distilBert transformer model for sentiment classification of COVID-19's Persian open-text responses
  16 Dec 2022 · 0 repositories · arXiv:2212.08407
• Efficient Pre-training of Masked Language Model via Concept-based Curriculum Masking
  15 Dec 2022 · 1 repository · arXiv:2212.07617
  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)
• Revisiting the Gold Standard: Grounding Summarization Evaluation with Robust Human Evaluation
  15 Dec 2022 · 2 repositories · arXiv:2212.07981
  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) · 2 unverified (of 5 harvested samples) · 5 pointer-only (licence)
• Visually-augmented pretrained language models for NLP tasks without images
  15 Dec 2022 · 1 repository · arXiv:2212.07937
• Efficient Self-supervised Learning with Contextualized Target Representations for Vision, Speech and Language
  14 Dec 2022 · 5 repositories · arXiv:2212.07525
  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) · 3 unverified (of 8 harvested samples) · 2 pointer-only (licence)
• Explainability of Text Processing and Retrieval Methods: A Critical Survey
  14 Dec 2022 · 0 repositories · arXiv:2212.07126
• PAC-MAN: Multi-Relation Network in Social Community for Personalized Hashtag Recommendation
  14 Dec 2022 · 1 repository
• CREPE: Can Vision-Language Foundation Models Reason Compositionally?
  13 Dec 2022 · 1 repository · arXiv:2212.07796
  Syntology official (archive's flag): 3 ran · 3 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; 2 where Syntology's instrument failed) · 0 unverified (of 3 harvested samples) · 3 pointer-only (licence)
• Paraphrase Identification with Deep Learning: A Review of Datasets and Methods
  13 Dec 2022 · 0 repositories · arXiv:2212.06933
• DexBERT: Effective, Task-Agnostic and Fine-grained Representation Learning of Android Bytecode
  12 Dec 2022 · 1 repository · arXiv:2212.05976
• Classifying the Ideological Orientation of User-Submitted Texts in Social Media
  12 Dec 2022 · 1 repository
• Off-Policy Deep Reinforcement Learning Algorithms for Handling Various Robotic Manipulator Tasks
  11 Dec 2022 · 0 repositories · arXiv:2212.05572
• Elixir: Train a Large Language Model on a Small GPU Cluster
  10 Dec 2022 · 2 repositories · arXiv:2212.05339
• Thinking Fast and Slow in Large Language Models
  10 Dec 2022 · 0 repositories · arXiv:2212.05206
• Punctuation Restoration for Singaporean Spoken Languages: English, Malay, and Mandarin
  10 Dec 2022 · 1 repository · arXiv:2212.05356
• Structured information extraction from complex scientific text with fine-tuned large language models
  10 Dec 2022 · 0 repositories · arXiv:2212.05238
• Incorporating Emotions into Health Mention Classification Task on Social Media
  9 Dec 2022 · 1 repository · arXiv:2212.05039
• The Turing Deception
  9 Dec 2022 · 0 repositories · arXiv:2212.06721
• TRBLLmaker -- Transformer Reads Between Lyrics Lines maker
  9 Dec 2022 · 0 repositories · arXiv:2212.04917
• Explain to me like I am five -- Sentence Simplification Using Transformers
  8 Dec 2022 · 1 repository · arXiv:2212.04595
• LLM-Planner: Few-Shot Grounded Planning for Embodied Agents with Large Language Models
  8 Dec 2022 · 1 repository · arXiv:2212.04088
• NP4G : Network Programming for Generalization
  8 Dec 2022 · 1 repository · arXiv:2212.11118
• The Role of AI in Drug Discovery: Challenges, Opportunities, and Strategies
  8 Dec 2022 · 0 repositories · arXiv:2212.08104
• Memorization of Named Entities in Fine-tuned BERT Models
  7 Dec 2022 · 1 repository · arXiv:2212.03749
• DeepSpeed Data Efficiency: Improving Deep Learning Model Quality and Training Efficiency via Efficient Data Sampling and Routing
  7 Dec 2022 · 1 repository · arXiv:2212.03597
• Learning-To-Embed: Adopting Transformer based models for E-commerce Products Representation Learning
  7 Dec 2022 · 0 repositories · arXiv:2212.03725
• SimVTP: Simple Video Text Pre-training with Masked Autoencoders
  7 Dec 2022 · 0 repositories · arXiv:2212.03490
• TweetDrought: A Deep-Learning Drought Impacts Recognizer based on Twitter Data
  7 Dec 2022 · 0 repositories · arXiv:2212.04001
• Adaptive Testing of Computer Vision Models
  6 Dec 2022 · 1 repository · arXiv:2212.02774
  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) · 2 unverified (of 6 harvested samples) · 6 pointer-only (licence)
• Counterfactual reasoning: Do language models need world knowledge for causal understanding?
  6 Dec 2022 · 1 repository · arXiv:2212.03278
• CySecBERT: A Domain-Adapted Language Model for the Cybersecurity Domain
  6 Dec 2022 · 0 repositories · arXiv:2212.02974
• Vision Transformer Computation and Resilience for Dynamic Inference
  6 Dec 2022 · 0 repositories · arXiv:2212.02687