Methods › General › Regularization › Weight Decay › Papers, page 42

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 42 of 108: papers 4,101 to 4,200 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.

• Sliceformer: Make Multi-head Attention as Simple as Sorting in Discriminative Tasks
  26 Oct 2023 · 1 repository · arXiv:2310.17683
• torchdistill Meets Hugging Face Libraries for Reproducible, Coding-Free Deep Learning Studies: A Case Study on NLP
  26 Oct 2023 · 1 repository · arXiv:2310.17644
• "You Are An Expert Linguistic Annotator": Limits of LLMs as Analyzers of Abstract Meaning Representation
  26 Oct 2023 · 0 repositories · arXiv:2310.17793
• ZeroQuant-HERO: Hardware-Enhanced Robust Optimized Post-Training Quantization Framework for W8A8 Transformers
  26 Oct 2023 · 0 repositories · arXiv:2310.17723
• BabyStories: Can Reinforcement Learning Teach Baby Language Models to Write Better Stories?
  25 Oct 2023 · 1 repository · arXiv:2310.16681
  Syntology official: harvested, nothing ran · 0 ran · 1 unverified (of 1 harvested sample) · 1 pointer-only (licence)
• BOOST: Harnessing Black-Box Control to Boost Commonsense in LMs' Generation
  25 Oct 2023 · 0 repositories · arXiv:2310.17054
• Can GPT models Follow Human Summarization Guidelines? Evaluating ChatGPT and GPT-4 for Dialogue Summarization
  25 Oct 2023 · 0 repositories · arXiv:2310.16810
• Decoding Stumpers: Large Language Models vs. Human Problem-Solvers
  25 Oct 2023 · 0 repositories · arXiv:2310.16411
• Discrete Diffusion Modeling by Estimating the Ratios of the Data Distribution
  25 Oct 2023 · 4 repositories · arXiv:2310.16834
  Syntology official (archive's flag): 16 ran · 16 ran (of which 0 constructed an object rather than computing a result; 14 with no instrument failure: 1 honoured, 0 violated, 13 with no contract checked; 2 where Syntology's instrument failed) · 2 unverified (of 18 harvested samples) · 15 pointer-only (licence)
• Enhancing Document Information Analysis with Multi-Task Pre-training: A Robust Approach for Information Extraction in Visually-Rich Documents
  25 Oct 2023 · 0 repositories · arXiv:2310.16527
• How well can machine-generated texts be identified and can language models be trained to avoid identification?
  25 Oct 2023 · 0 repositories · arXiv:2310.16992
• LLM-FP4: 4-Bit Floating-Point Quantized Transformers
  25 Oct 2023 · 1 repository · arXiv:2310.16836
  Syntology official (archive's flag): 3 ran · 3 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; 0 where Syntology's instrument failed) · 0 unverified; every one of the 3 samples that ran constructed an object rather than computing a result (of 3 harvested samples)
• 𝕍𝔻-𝔾ℝ: Boosting 𝕍isual 𝔻ialog with Cascaded Spatial-Temporal Multi-Modal 𝔾ℝaphs
  25 Oct 2023 · 0 repositories · arXiv:2310.16590
• Muslim-Violence Bias Persists in Debiased GPT Models
  25 Oct 2023 · 0 repositories · arXiv:2310.18368
• R³ Prompting: Review, Rephrase and Resolve for Chain-of-Thought Reasoning in Large Language Models under Noisy Context
  25 Oct 2023 · 0 repositories · arXiv:2310.16535
• RCAgent: Cloud Root Cause Analysis by Autonomous Agents with Tool-Augmented Large Language Models
  25 Oct 2023 · 0 repositories · arXiv:2310.16340
• URL-BERT: Training Webpage Representations via Social Media Engagements
  25 Oct 2023 · 0 repositories · arXiv:2310.16303
• A Communication Theory Perspective on Prompting Engineering Methods for Large Language Models
  24 Oct 2023 · 0 repositories · arXiv:2310.18358
• A Language Model with Limited Memory Capacity Captures Interference in Human Sentence Processing
  24 Oct 2023 · 0 repositories · arXiv:2310.16142
• AI-enhanced Auto-correction of Programming Exercises: How Effective is GPT-3.5?
  24 Oct 2023 · 0 repositories · arXiv:2311.10737
• Background Summarization of Event Timelines
  24 Oct 2023 · 1 repository · arXiv:2310.16197
• Dissecting In-Context Learning of Translations in GPTs
  24 Oct 2023 · 0 repositories · arXiv:2310.15987
• Fighting Fire with Fire: The Dual Role of LLMs in Crafting and Detecting Elusive Disinformation
  24 Oct 2023 · 1 repository · arXiv:2310.15515
• Learning From Free-Text Human Feedback -- Collect New Datasets Or Extend Existing Ones?
  24 Oct 2023 · 1 repository · arXiv:2310.15758
  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) · 1 unverified (of 2 harvested samples)
• The Janus Interface: How Fine-Tuning in Large Language Models Amplifies the Privacy Risks
  24 Oct 2023 · 1 repository · arXiv:2310.15469
• What Makes it Ok to Set a Fire? Iterative Self-distillation of Contexts and Rationales for Disambiguating Defeasible Social and Moral Situations
  24 Oct 2023 · 0 repositories · arXiv:2310.15431
• Attention-Enhancing Backdoor Attacks Against BERT-based Models
  23 Oct 2023 · 0 repositories · arXiv:2310.14480
• Causal Inference Using LLM-Guided Discovery
  23 Oct 2023 · 0 repositories · arXiv:2310.15117
• Evaluating Spatial Understanding of Large Language Models
  23 Oct 2023 · 1 repository · arXiv:2310.14540
  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) · 3 unverified (of 6 harvested samples)
• Evaluating the Knowledge Base Completion Potential of GPT
  23 Oct 2023 · 0 repositories · arXiv:2310.14771
• Generative Pre-trained Transformer for Vietnamese Community-based COVID-19 Question Answering
  23 Oct 2023 · 0 repositories · arXiv:2310.14602
• GPT-4 as an Effective Zero-Shot Evaluator for Scientific Figure Captions
  23 Oct 2023 · 0 repositories · arXiv:2310.15405
• Health Disparities through Generative AI Models: A Comparison Study Using A Domain Specific large language model
  23 Oct 2023 · 0 repositories · arXiv:2310.18355
• InstructExcel: A Benchmark for Natural Language Instruction in Excel
  23 Oct 2023 · 0 repositories · arXiv:2310.14495
• Language Models Hallucinate, but May Excel at Fact Verification
  23 Oct 2023 · 1 repository · arXiv:2310.14564
  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) · 3 unverified (of 9 harvested samples) · 9 pointer-only (licence)
• LINC: A Neurosymbolic Approach for Logical Reasoning by Combining Language Models with First-Order Logic Provers
  23 Oct 2023 · 1 repository · arXiv:2310.15164
  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) · 6 unverified (of 7 harvested samples) · 7 pointer-only (licence)
• LLM-in-the-loop: Leveraging Large Language Model for Thematic Analysis
  23 Oct 2023 · 1 repository · arXiv:2310.15100
  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) · 3 pointer-only (licence)
• Prefix-Tuning Based Unsupervised Text Style Transfer
  23 Oct 2023 · 0 repositories · arXiv:2310.14599
• TeleQnA: A Benchmark Dataset to Assess Large Language Models Telecommunications Knowledge
  23 Oct 2023 · 1 repository · arXiv:2310.15051
• Establishing Vocabulary Tests as a Benchmark for Evaluating Large Language Models
  23 Oct 2023 · 1 repository · arXiv:2310.14703
• Towards a Mechanistic Interpretation of Multi-Step Reasoning Capabilities of Language Models
  23 Oct 2023 · 2 repositories · arXiv:2310.14491
  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)
• Unleashing the potential of prompt engineering for large language models
  23 Oct 2023 · 0 repositories · arXiv:2310.14735
• Can Language Models Laugh at YouTube Short-form Videos?
  22 Oct 2023 · 1 repository · arXiv:2310.14159
• Is ChatGPT a game changer for geocoding -- a benchmark for geocoding address parsing techniques
  22 Oct 2023 · 1 repository · arXiv:2310.14360
• ITEm: Unsupervised Image-Text Embedding Learning for eCommerce
  22 Oct 2023 · 0 repositories · arXiv:2311.02084
• Text generation for dataset augmentation in security classification tasks
  22 Oct 2023 · 1 repository · arXiv:2310.14429
• Towards Harmful Erotic Content Detection through Coreference-Driven Contextual Analysis
  22 Oct 2023 · 0 repositories · arXiv:2310.14325
• COVIDFakeExplainer: An Explainable Machine Learning based Web Application for Detecting COVID-19 Fake News
  21 Oct 2023 · 0 repositories · arXiv:2310.13890
• GEMBA-MQM: Detecting Translation Quality Error Spans with GPT-4
  21 Oct 2023 · 1 repository · arXiv:2310.13988
  Syntology 8 ran (of which 0 constructed an object rather than computing a result; 8 with no instrument failure: 0 honoured, 0 violated, 8 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 8 harvested samples) · 8 pointer-only (licence)
• HateRephrase: Zero- and Few-Shot Reduction of Hate Intensity in Online Posts using Large Language Models
  21 Oct 2023 · 0 repositories · arXiv:2310.13985
• LLM-Prop: Predicting Physical And Electronic Properties Of Crystalline Solids From Their Text Descriptions
  21 Oct 2023 · 1 repository · arXiv:2310.14029
  Syntology official: harvested, nothing ran · 0 ran · 2 unverified (of 2 harvested samples)
• A Simple Baseline for Knowledge-Based Visual Question Answering
  20 Oct 2023 · 0 repositories · arXiv:2310.13570
  Syntology 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) · 1 unverified (of 3 harvested samples) · 3 pointer-only (licence)
• AllTogether: Investigating the Efficacy of Spliced Prompt for Web Navigation using Large Language Models
  20 Oct 2023 · 0 repositories · arXiv:2310.18331
• Anomaly Detection of Command Shell Sessions based on DistilBERT: Unsupervised and Supervised Approaches
  20 Oct 2023 · 0 repositories · arXiv:2310.13247
• Cache me if you Can: an Online Cost-aware Teacher-Student framework to Reduce the Calls to Large Language Models
  20 Oct 2023 · 1 repository · arXiv:2310.13395
  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)
• Challenges and Contributing Factors in the Utilization of Large Language Models (LLMs)
  20 Oct 2023 · 0 repositories · arXiv:2310.13343
• She had Cobalt Blue Eyes: Prompt Testing to Create Aligned and Sustainable Language Models
  20 Oct 2023 · 0 repositories · arXiv:2310.18333
• Equivariant Transformer is all you need
  20 Oct 2023 · 0 repositories · arXiv:2310.13222
• Exploring the Impact of Corpus Diversity on Financial Pretrained Language Models
  20 Oct 2023 · 1 repository · arXiv:2310.13312
• FABULA: Intelligence Report Generation Using Retrieval-Augmented Narrative Construction
  20 Oct 2023 · 0 repositories · arXiv:2310.13848
• Foundation Model's Embedded Representations May Detect Distribution Shift
  20 Oct 2023 · 0 repositories · arXiv:2310.13836
• Multi-level Contrastive Learning for Script-based Character Understanding
  20 Oct 2023 · 1 repository · arXiv:2310.13231
• Robust Training for Conversational Question Answering Models with Reinforced Reformulation Generation
  20 Oct 2023 · 0 repositories · arXiv:2310.13505
• The Perils & Promises of Fact-checking with Large Language Models
  20 Oct 2023 · 0 repositories · arXiv:2310.13549
• WordArt Designer: User-Driven Artistic Typography Synthesis using Large Language Models
  20 Oct 2023 · 0 repositories · arXiv:2310.18332
• AgentTuning: Enabling Generalized Agent Abilities for LLMs
  19 Oct 2023 · 1 repository · arXiv:2310.12823
  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)
• Exploring In-Context Learning of Textless Speech Language Model for Speech Classification Tasks
  19 Oct 2023 · 0 repositories · arXiv:2310.12477
• Experimental Narratives: A Comparison of Human Crowdsourced Storytelling and AI Storytelling
  19 Oct 2023 · 0 repositories · arXiv:2310.12902
• Identifying and Adapting Transformer-Components Responsible for Gender Bias in an English Language Model
  19 Oct 2023 · 1 repository · arXiv:2310.12611
  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) · 1 unverified (of 5 harvested samples) · 5 pointer-only (licence)
• LASER: Linear Compression in Wireless Distributed Optimization
  19 Oct 2023 · 0 repositories · arXiv:2310.13033
• MedAI Dialog Corpus (MEDIC): Zero-Shot Classification of Doctor and AI Responses in Health Consultations
  19 Oct 2023 · 0 repositories · arXiv:2310.12489
• Not All Countries Celebrate Thanksgiving: On the Cultural Dominance in Large Language Models
  19 Oct 2023 · 0 repositories · arXiv:2310.12481
• ExtractGPT: Exploring the Potential of Large Language Models for Product Attribute Value Extraction
  19 Oct 2023 · 1 repository · arXiv:2310.12537
• The Shifted and The Overlooked: A Task-oriented Investigation of User-GPT Interactions
  19 Oct 2023 · 1 repository · arXiv:2310.12418
  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)
• To grok or not to grok: Disentangling generalization and memorization on corrupted algorithmic datasets
  19 Oct 2023 · 1 repository · arXiv:2310.13061
  Syntology official (archive's flag): 10 ran · 10 ran (of which 0 constructed an object rather than computing a result; 10 with no instrument failure: 0 honoured, 0 violated, 10 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 10 harvested samples) · 10 pointer-only (licence)
• Towards Robust Pruning: An Adaptive Knowledge-Retention Pruning Strategy for Language Models
  19 Oct 2023 · 0 repositories · arXiv:2310.13191
• Transformer-based Entity Legal Form Classification
  19 Oct 2023 · 1 repository · arXiv:2310.12766
• Evaluating the Symbol Binding Ability of Large Language Models for Multiple-Choice Questions in Vietnamese General Education
  18 Oct 2023 · 0 repositories · arXiv:2310.12059
• Field-testing items using artificial intelligence: Natural language processing with transformers
  18 Oct 2023 · 0 repositories · arXiv:2310.11655
• Improving Long Document Topic Segmentation Models With Enhanced Coherence Modeling
  18 Oct 2023 · 1 repository · arXiv:2310.11772
• Solving the multiplication problem of a large language model system using a graph-based method
  18 Oct 2023 · 0 repositories · arXiv:2310.13016
• Disentangling the Linguistic Competence of Privacy-Preserving BERT
  17 Oct 2023 · 0 repositories · arXiv:2310.11363
• Emergent AI-Assisted Discourse: Case Study of a Second Language Writer Authoring with ChatGPT
  17 Oct 2023 · 0 repositories · arXiv:2310.10903
• LLMs as Hackers: Autonomous Linux Privilege Escalation Attacks
  17 Oct 2023 · 1 repository · arXiv:2310.11409
• Intent Detection and Slot Filling for Home Assistants: Dataset and Analysis for Bangla and Sylheti
  17 Oct 2023 · 1 repository · arXiv:2310.10935
• MASON-NLP at eRisk 2023: Deep Learning-Based Detection of Depression Symptoms from Social Media Texts
  17 Oct 2023 · 0 repositories · arXiv:2310.10941
• Neural Attention: Enhancing QKV Calculation in Self-Attention Mechanism with Neural Networks
  17 Oct 2023 · 1 repository · arXiv:2310.11398
• Probing the Creativity of Large Language Models: Can models produce divergent semantic association?
  17 Oct 2023 · 1 repository · arXiv:2310.11158
  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) · 1 unverified (of 2 harvested samples)
• Utilising a Large Language Model to Annotate Subject Metadata: A Case Study in an Australian National Research Data Catalogue
  17 Oct 2023 · 0 repositories · arXiv:2310.11318
• Battle of the Large Language Models: Dolly vs LLaMA vs Vicuna vs Guanaco vs Bard vs ChatGPT -- A Text-to-SQL Parsing Comparison
  16 Oct 2023 · 0 repositories · arXiv:2310.10190
• BioPlanner: Automatic Evaluation of LLMs on Protocol Planning in Biology
  16 Oct 2023 · 1 repository · arXiv:2310.10632
  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) · 0 unverified (of 2 harvested samples) · 2 pointer-only (licence)
• Data Contamination Through the Lens of Time
  16 Oct 2023 · 1 repository · arXiv:2310.10628
  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) · 2 unverified (of 4 harvested samples)
• Fine-tuning ChatGPT for Automatic Scoring
  16 Oct 2023 · 0 repositories · arXiv:2310.10072
• Investigating Bias in Multilingual Language Models: Cross-Lingual Transfer of Debiasing Techniques
  16 Oct 2023 · 1 repository · arXiv:2310.10310
• Learning to Rank Context for Named Entity Recognition Using a Synthetic Dataset
  16 Oct 2023 · 1 repository · arXiv:2310.10118
• MoConVQ: Unified Physics-Based Motion Control via Scalable Discrete Representations
  16 Oct 2023 · 0 repositories · arXiv:2310.10198
• Prediction of Arabic Legal Rulings using Large Language Models
  16 Oct 2023 · 0 repositories · arXiv:2310.10260
• TRANSOM: An Efficient Fault-Tolerant System for Training LLMs
  16 Oct 2023 · 1 repository · arXiv:2310.10046
  Syntology official: harvested, nothing ran · 0 ran · 3 unverified (of 3 harvested samples)
• Configuration Validation with Large Language Models
  15 Oct 2023 · 0 repositories · arXiv:2310.09690
• Domain-Specific Language Model Post-Training for Indonesian Financial NLP
  15 Oct 2023 · 1 repository · arXiv:2310.09736