Methods › General › Learning Rate Schedules › Cosine Annealing › Papers, page 30

Cosine Annealing

Papers archive 2025-07-28

archive papers tagged: 3,965 · with a code link: 1,734 · where Syntology ran a sample: 627 (513 with a run with no instrument failure, 114 where every run was a failure of Syntology's instrument) Syntology

Show: all tagged papersonly where code ran (627 of 3,965 tagged: 513 with a run with no instrument failure, 114 where every run was a failure of Syntology's instrument)

Page 30 of 40: papers 2,901 to 3,000 of 3,965, 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.

• Generating a Structured Summary of Numerous Academic Papers: Dataset and Method
  9 Feb 2023 · 1 repository · arXiv:2302.04580
• Reliable Natural Language Understanding with Large Language Models and Answer Set Programming
  7 Feb 2023 · 0 repositories · arXiv:2302.03780
• What Matters In The Structured Pruning of Generative Language Models?
  7 Feb 2023 · 1 repository · arXiv:2302.03773
  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) · 6 unverified (of 8 harvested samples)
• Nationality Bias in Text Generation
  5 Feb 2023 · 0 repositories · arXiv:2302.02463
• Quantized Distributed Training of Large Models with Convergence Guarantees
  5 Feb 2023 · 0 repositories · arXiv:2302.02390
• REaLTabFormer: Generating Realistic Relational and Tabular Data using Transformers
  4 Feb 2023 · 3 repositories · arXiv:2302.02041
  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) · 1 unverified (of 4 harvested samples)
• Evaluating Large Language Models in Theory of Mind Tasks
  4 Feb 2023 · 0 repositories · arXiv:2302.02083
• Perfect is the enemy of test oracle
  3 Feb 2023 · 1 repository · arXiv:2302.01488
• Creating a Large Language Model of a Philosopher
  2 Feb 2023 · 0 repositories · arXiv:2302.01339
• Semantic Coherence Markers for the Early Diagnosis of the Alzheimer Disease
  2 Feb 2023 · 1 repository · arXiv:2302.01025
• Large language models predict human sensory judgments across six modalities
  2 Feb 2023 · 0 repositories · arXiv:2302.01308
• Analyzing Leakage of Personally Identifiable Information in Language Models
  1 Feb 2023 · 1 repository · arXiv:2302.00539
• Co-Writing with Opinionated Language Models Affects Users' Views
  1 Feb 2023 · 0 repositories · arXiv:2302.00560
• Improving Few-Shot Generalization by Exploring and Exploiting Auxiliary Data
  1 Feb 2023 · 1 repository · arXiv:2302.00674
• An Comparative Analysis of Different Pitch and Metrical Grid Encoding Methods in the Task of Sequential Music Generation
  31 Jan 2023 · 0 repositories · arXiv:2301.13383
• Numeracy from Literacy: Data Science as an Emergent Skill from Large Language Models
  31 Jan 2023 · 0 repositories · arXiv:2301.13382
• Adaptive Machine Translation with Large Language Models
  30 Jan 2023 · 1 repository · arXiv:2301.13294
• REPLUG: Retrieval-Augmented Black-Box Language Models
  30 Jan 2023 · 3 repositories · arXiv:2301.12652
  Syntology 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) · 3 unverified (of 13 harvested samples) · 13 pointer-only (licence)
• Specializing Smaller Language Models towards Multi-Step Reasoning
  30 Jan 2023 · 2 repositories · arXiv:2301.12726
  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)
• A Discerning Several Thousand Judgments: GPT-3 Rates the Article + Adjective + Numeral + Noun Construction
  29 Jan 2023 · 0 repositories · arXiv:2301.12564
• Towards Equitable Representation in Text-to-Image Synthesis Models with the Cross-Cultural Understanding Benchmark (CCUB) Dataset
  28 Jan 2023 · 1 repository · arXiv:2301.12073
• The Exploration of Knowledge-Preserving Prompts for Document Summarisation
  27 Jan 2023 · 0 repositories · arXiv:2301.11719
• Large Language Models Are Latent Variable Models: Explaining and Finding Good Demonstrations for In-Context Learning
  27 Jan 2023 · 1 repository · arXiv:2301.11916
  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)
• ThoughtSource: A central hub for large language model reasoning data
  27 Jan 2023 · 1 repository · arXiv:2301.11596
  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) · 5 unverified (of 7 harvested samples)
• Understanding the Effectiveness of Very Large Language Models on Dialog Evaluation
  27 Jan 2023 · 0 repositories · arXiv:2301.12004
• Causal Reasoning of Entities and Events in Procedural Texts
  26 Jan 2023 · 1 repository · arXiv:2301.10896
  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) · 8 unverified (of 15 harvested samples)
• ExaRanker: Explanation-Augmented Neural Ranker
  25 Jan 2023 · 1 repository · arXiv:2301.10521
• A Stability Analysis of Fine-Tuning a Pre-Trained Model
  24 Jan 2023 · 0 repositories · arXiv:2301.09820
• Audience-Centric Natural Language Generation via Style Infusion
  24 Jan 2023 · 1 repository · arXiv:2301.10283
• The Next Chapter: A Study of Large Language Models in Storytelling
  24 Jan 2023 · 0 repositories · arXiv:2301.09790
• Large Language Models as Fiduciaries: A Case Study Toward Robustly Communicating With Artificial Intelligence Through Legal Standards
  24 Jan 2023 · 0 repositories · arXiv:2301.10095
• Large language models can segment narrative events similarly to humans
  24 Jan 2023 · 0 repositories · arXiv:2301.10297
• Multitask Instruction-based Prompting for Fallacy Recognition
  24 Jan 2023 · 0 repositories · arXiv:2301.09992
• AI model GPT-3 (dis)informs us better than humans
  23 Jan 2023 · 0 repositories · arXiv:2301.11924
• SuperScaler: Supporting Flexible DNN Parallelization via a Unified Abstraction
  21 Jan 2023 · 0 repositories · arXiv:2301.08984
• Is ChatGPT A Good Translator? Yes With GPT-4 As The Engine
  20 Jan 2023 · 1 repository · arXiv:2301.08745
• Batch Prompting: Efficient Inference with Large Language Model APIs
  19 Jan 2023 · 2 repositories · arXiv:2301.08721
• A²-UAV: Application-Aware Content and Network Optimization of Edge-Assisted UAV Systems
  16 Jan 2023 · 0 repositories · arXiv:2301.06363
• TEDB System Description to a Shared Task on Euphemism Detection 2022
  16 Jan 2023 · 1 repository · arXiv:2301.06602
• T2M-GPT: Generating Human Motion from Textual Descriptions with Discrete Representations
  15 Jan 2023 · 1 repository · arXiv:2301.06052
  Syntology official (archive's flag): 5 ran · 5 ran (of which 4 constructed an object rather than computing a result; 5 with no instrument failure: 1 honoured, 0 violated, 4 with no contract checked; 0 where Syntology's instrument failed) · 2 unverified (of 7 harvested samples)
• GPT as Knowledge Worker: A Zero-Shot Evaluation of (AI)CPA Capabilities
  11 Jan 2023 · 1 repository · arXiv:2301.04408
• Recommending Root-Cause and Mitigation Steps for Cloud Incidents using Large Language Models
  10 Jan 2023 · 0 repositories · arXiv:2301.03797
• Automatic Generation of German Drama Texts Using Fine Tuned GPT-2 Models
  8 Jan 2023 · 0 repositories · arXiv:2301.03119
• Critical Perspectives: A Benchmark Revealing Pitfalls in PerspectiveAPI
  5 Jan 2023 · 1 repository · arXiv:2301.01874
• Sequentially Controlled Text Generation
  5 Jan 2023 · 0 repositories · arXiv:2301.02299
• InPars-v2: Large Language Models as Efficient Dataset Generators for Information Retrieval
  4 Jan 2023 · 1 repository · arXiv:2301.01820
• UniHD at TSAR-2022 Shared Task: Is Compute All We Need for Lexical Simplification?
  4 Jan 2023 · 1 repository · arXiv:2301.01764
• Large Language Models as Corporate Lobbyists
  3 Jan 2023 · 1 repository · arXiv:2301.01181
• Fusing Pre-Trained Language Models With Multimodal Prompts Through Reinforcement Learning
  1 Jan 2023 · 1 repository
• Generating Human Motion From Textual Descriptions With Discrete Representations
  1 Jan 2023 · 0 repositories
• 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
• 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
• 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
• 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
• 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
• 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
• 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
• Pay Attention to Your Tone: Introducing a New Dataset for Polite Language Rewrite
  20 Dec 2022 · 1 repository · arXiv:2212.10190
• 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
• 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)
• 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
• 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
• Can Retriever-Augmented Language Models Reason? The Blame Game Between the Retriever and the Language Model
  18 Dec 2022 · 1 repository · arXiv:2212.09146
• MURMUR: Modular Multi-Step Reasoning for Semi-Structured Data-to-Text Generation
  16 Dec 2022 · 0 repositories · arXiv:2212.08607
• Self-Prompting Large Language Models for Zero-Shot Open-Domain QA
  16 Dec 2022 · 1 repository · arXiv:2212.08635
• Traffic sign detection and recognition using event camera image reconstruction
  16 Dec 2022 · 0 repositories · arXiv:2212.08387
• 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)
• 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
• Comparison Of Deep Object Detectors On A New Vulnerable Pedestrian Dataset
  12 Dec 2022 · 2 repositories · arXiv:2212.06218
• 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
• Structured information extraction from complex scientific text with fine-tuned large language models
  10 Dec 2022 · 0 repositories · arXiv:2212.05238
• Image-Based Fire Detection in Industrial Environments with YOLOv4
  9 Dec 2022 · 0 repositories · arXiv:2212.04786
• PACMAN: a framework for pulse oximeter digit detection and reading in a low-resource setting
  9 Dec 2022 · 0 repositories · arXiv:2212.04964
• 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
• Visual Detection of Personal Protective Equipment and Safety Gear on Industry Workers
  9 Dec 2022 · 0 repositories · arXiv:2212.04794
• Explain to me like I am five -- Sentence Simplification Using Transformers
  8 Dec 2022 · 1 repository · arXiv:2212.04595