Methods › General › Learning Rate Schedules › Cosine Annealing › Papers, page 27

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 27 of 40: papers 2,601 to 2,700 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.

• Cognitive network science reveals bias in GPT-3, ChatGPT, and GPT-4 mirroring math anxiety in high-school students
  22 May 2023 · 0 repositories · arXiv:2305.18320
• A 4D Hybrid Algorithm to Scale Parallel Training to Thousands of GPUs
  22 May 2023 · 1 repository · arXiv:2305.13525
• Table Meets LLM: Can Large Language Models Understand Structured Table Data? A Benchmark and Empirical Study
  22 May 2023 · 1 repository · arXiv:2305.13062
• Flover: A Temporal Fusion Framework for Efficient Autoregressive Model Parallel Inference
  22 May 2023 · 1 repository · arXiv:2305.13484
• InheritSumm: A General, Versatile and Compact Summarizer by Distilling from GPT
  22 May 2023 · 0 repositories · arXiv:2305.13083
• MAILEX: Email Event and Argument Extraction
  22 May 2023 · 1 repository · arXiv:2305.13469
• Measuring Inductive Biases of In-Context Learning with Underspecified Demonstrations
  22 May 2023 · 1 repository · arXiv:2305.13299
• RecurrentGPT: Interactive Generation of (Arbitrarily) Long Text
  22 May 2023 · 2 repositories · arXiv:2305.13304
  Syntology official (archive's flag): 1 ran · 3 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; 1 where Syntology's instrument failed) · 1 unverified (of 4 harvested samples) · 1 pointer-only (licence)
• The Emergence of Economic Rationality of GPT
  22 May 2023 · 0 repositories · arXiv:2305.12763
• Investigating Agency of LLMs in Human-AI Collaboration Tasks
  22 May 2023 · 0 repositories · arXiv:2305.12815
• VideoLLM: Modeling Video Sequence with Large Language Models
  22 May 2023 · 1 repository · arXiv:2305.13292
• A Symbolic Framework for Evaluating Mathematical Reasoning and Generalisation with Transformers
  21 May 2023 · 0 repositories · arXiv:2305.12563
• BiasAsker: Measuring the Bias in Conversational AI System
  21 May 2023 · 1 repository · arXiv:2305.12434
• Abstract Meaning Representation-Based Logic-Driven Data Augmentation for Logical Reasoning
  21 May 2023 · 1 repository · arXiv:2305.12599
• Gene Set Summarization using Large Language Models
  21 May 2023 · 1 repository · arXiv:2305.13338
  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)
• GPT-3.5, GPT-4, or BARD? Evaluating LLMs Reasoning Ability in Zero-Shot Setting and Performance Boosting Through Prompts
  21 May 2023 · 0 repositories · arXiv:2305.12477
• DPIC: Decoupling Prompt and Intrinsic Characteristics for LLM Generated Text Detection
  21 May 2023 · 0 repositories · arXiv:2305.12519
• Can NLP Models Correctly Reason Over Contexts that Break the Common Assumptions?
  20 May 2023 · 0 repositories · arXiv:2305.12096
• LogiCoT: Logical Chain-of-Thought Instruction-Tuning
  20 May 2023 · 1 repository · arXiv:2305.12147
• Practical PCG Through Large Language Models
  20 May 2023 · 0 repositories · arXiv:2305.18243
• Revisiting the Architectures like Pointer Networks to Efficiently Improve the Next Word Distribution, Summarization Factuality, and Beyond
  20 May 2023 · 1 repository · arXiv:2305.12289
• AutoTrial: Prompting Language Models for Clinical Trial Design
  19 May 2023 · 0 repositories · arXiv:2305.11366
• Clinical Camel: An Open Expert-Level Medical Language Model with Dialogue-Based Knowledge Encoding
  19 May 2023 · 2 repositories · arXiv:2305.12031
  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, 1 violated, 0 with no contract checked; 1 where Syntology's instrument failed) · 0 unverified (of 2 harvested samples) · 2 pointer-only (licence)
• Exploring the Upper Limits of Text-Based Collaborative Filtering Using Large Language Models: Discoveries and Insights
  19 May 2023 · 0 repositories · arXiv:2305.11700
• Federated Foundation Models: Privacy-Preserving and Collaborative Learning for Large Models
  19 May 2023 · 0 repositories · arXiv:2305.11414
• PointGPT: Auto-regressively Generative Pre-training from Point Clouds
  19 May 2023 · 1 repository · arXiv:2305.11487
  Syntology official (archive's flag): 7 ran · 7 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; 1 where Syntology's instrument failed) · 0 unverified (of 7 harvested samples) · 4 pointer-only (licence)
• Scaling laws for language encoding models in fMRI
  19 May 2023 · 1 repository · arXiv:2305.11863
• SeeGULL: A Stereotype Benchmark with Broad Geo-Cultural Coverage Leveraging Generative Models
  19 May 2023 · 1 repository · arXiv:2305.11840
• Self-Agreement: A Framework for Fine-tuning Language Models to Find Agreement among Diverse Opinions
  19 May 2023 · 0 repositories · arXiv:2305.11460
• Hint of Thought prompting: an explainable and zero-shot approach to reasoning tasks with LLMs
  19 May 2023 · 0 repositories · arXiv:2305.11461
• AIwriting: Relations Between Image Generation and Digital Writing
  18 May 2023 · 0 repositories · arXiv:2305.10834
• Comparing Machines and Children: Using Developmental Psychology Experiments to Assess the Strengths and Weaknesses of LaMDA Responses
  18 May 2023 · 0 repositories · arXiv:2305.11243
• Deep Learning Methods for Extracting Metaphorical Names of Flowers and Plants
  18 May 2023 · 0 repositories · arXiv:2305.10833
• Generalized Multiple Intent Conditioned Slot Filling
  18 May 2023 · 0 repositories · arXiv:2305.11023
• Generalized Planning in PDDL Domains with Pretrained Large Language Models
  18 May 2023 · 1 repository · arXiv:2305.11014
  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)
• Large Language Models can be Guided to Evade AI-Generated Text Detection
  18 May 2023 · 1 repository · arXiv:2305.10847
• CoEdIT: Text Editing by Task-Specific Instruction Tuning
  17 May 2023 · 1 repository · arXiv:2305.09857
• From chocolate bunny to chocolate crocodile: Do Language Models Understand Noun Compounds?
  17 May 2023 · 0 repositories · arXiv:2305.10568
• Interactive Learning of Hierarchical Tasks from Dialog with GPT
  17 May 2023 · 0 repositories · arXiv:2305.10349
• Knowledge Graph Completion Models are Few-shot Learners: An Empirical Study of Relation Labeling in E-commerce with LLMs
  17 May 2023 · 0 repositories · arXiv:2305.09858
• M3KE: A Massive Multi-Level Multi-Subject Knowledge Evaluation Benchmark for Chinese Large Language Models
  17 May 2023 · 1 repository · arXiv:2305.10263
• Smaller Language Models are Better Black-box Machine-Generated Text Detectors
  17 May 2023 · 1 repository · arXiv:2305.09859
• When Gradient Descent Meets Derivative-Free Optimization: A Match Made in Black-Box Scenario
  17 May 2023 · 0 repositories · arXiv:2305.10013
• A Preliminary Analysis on the Code Generation Capabilities of GPT-3.5 and Bard AI Models for Java Functions
  16 May 2023 · 0 repositories · arXiv:2305.09402
• Out-of-Distribution Detection for Adaptive Computer Vision
  16 May 2023 · 0 repositories · arXiv:2305.09293
• Keras GPT Copilot: Integrating the Power of Large Language Models in Deep Learning Model Development
  15 May 2023 · 1 repository
• Knowledge Rumination for Pre-trained Language Models
  15 May 2023 · 1 repository · arXiv:2305.08732
• RL4F: Generating Natural Language Feedback with Reinforcement Learning for Repairing Model Outputs
  15 May 2023 · 1 repository · arXiv:2305.08844
  Syntology official (archive's flag): 1 ran · 7 ran (of which 0 constructed an object rather than computing a result; 7 with no instrument failure: 1 honoured, 0 violated, 6 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 7 harvested samples) · 6 pointer-only (licence)
• Schema-adaptable Knowledge Graph Construction
  15 May 2023 · 1 repository · arXiv:2305.08703
• Similarity-weighted Construction of Contextualized Commonsense Knowledge Graphs for Knowledge-intense Argumentation Tasks
  15 May 2023 · 1 repository · arXiv:2305.08495
• Small Models are Valuable Plug-ins for Large Language Models
  15 May 2023 · 1 repository · arXiv:2305.08848
  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)
• Text Classification via Large Language Models
  15 May 2023 · 1 repository · arXiv:2305.08377
  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)
• Assessing the potential of LLM-assisted annotation for corpus-based pragmatics and discourse analysis: The case of apology
  15 May 2023 · 0 repositories · arXiv:2305.08339
• Mobile-Env: Building Qualified Evaluation Benchmarks for LLM-GUI Interaction
  14 May 2023 · 2 repositories · arXiv:2305.08144
  Syntology official (archive's flag): 11 ran · 11 ran (of which 0 constructed an object rather than computing a result; 11 with no instrument failure: 0 honoured, 0 violated, 11 with no contract checked; 0 where Syntology's instrument failed) · 6 unverified (of 17 harvested samples)
• Bridging History with AI A Comparative Evaluation of GPT 3.5, GPT4, and GoogleBARD in Predictive Accuracy and Fact Checking
  13 May 2023 · 0 repositories · arXiv:2305.07868
• The Machine Psychology of Cooperation: Can GPT models operationalise prompts for altruism, cooperation, competitiveness and selfishness in economic games?
  13 May 2023 · 2 repositories · arXiv:2305.07970
  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) · 1 unverified (of 3 harvested samples)
• Learning to Reason over Scene Graphs: A Case Study of Finetuning GPT-2 into a Robot Language Model for Grounded Task Planning
  12 May 2023 · 0 repositories · arXiv:2305.07716
• TinyStories: How Small Can Language Models Be and Still Speak Coherent English?
  12 May 2023 · 8 repositories · arXiv:2305.07759
  Syntology 10 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; 2 where Syntology's instrument failed) · 8 unverified (of 18 harvested samples)
• When Giant Language Brains Just Aren't Enough! Domain Pizzazz with Knowledge Sparkle Dust
  12 May 2023 · 0 repositories · arXiv:2305.07230
• Generative Pre-trained Transformer: A Comprehensive Review on Enabling Technologies, Potential Applications, Emerging Challenges, and Future Directions
  11 May 2023 · 0 repositories · arXiv:2305.10435
• Spear Phishing With Large Language Models
  11 May 2023 · 0 repositories · arXiv:2305.06972
• Overinformative Question Answering by Humans and Machines
  11 May 2023 · 0 repositories · arXiv:2305.07151
• Recommendation as Instruction Following: A Large Language Model Empowered Recommendation Approach
  11 May 2023 · 0 repositories · arXiv:2305.07001
• Transformers for CT Reconstruction From Monoplanar and Biplanar Radiographs
  11 May 2023 · 0 repositories · arXiv:2305.06965
• Bits of Grass: Does GPT already know how to write like Whitman?
  10 May 2023 · 0 repositories · arXiv:2305.11064
• Davinci the Dualist: the mind-body divide in large language models and in human learners
  10 May 2023 · 0 repositories · arXiv:2305.07667
• Generating medically-accurate summaries of patient-provider dialogue: A multi-stage approach using large language models
  10 May 2023 · 0 repositories · arXiv:2305.05982
• Benchmarking large language models for biomedical natural language processing applications and recommendations
  10 May 2023 · 1 repository · arXiv:2305.16326
• Summarizing, Simplifying, and Synthesizing Medical Evidence Using GPT-3 (with Varying Success)
  10 May 2023 · 1 repository · arXiv:2305.06299
• CodeIE: Large Code Generation Models are Better Few-Shot Information Extractors
  9 May 2023 · 1 repository · arXiv:2305.05711
  Syntology official: harvested, nothing ran · 0 ran · 1 unverified (of 1 harvested sample) · 1 pointer-only (licence)
• GPT in Game Theory Experiments
  9 May 2023 · 0 repositories · arXiv:2305.05516
• GPT-NAS: Evolutionary Neural Architecture Search with the Generative Pre-Trained Model
  9 May 2023 · 0 repositories · arXiv:2305.05351
• Effects of sub-word segmentation on performance of transformer language models
  9 May 2023 · 0 repositories · arXiv:2305.05480
• Towards an Automatic Optimisation Model Generator Assisted with Generative Pre-trained Transformer
  9 May 2023 · 0 repositories · arXiv:2305.05811
• Coherent Wave Dynamics and Language Generation of a Generative Pre-trained Transformer
  8 May 2023 · 0 repositories · arXiv:2305.05061
• Do Large Language Models Show Decision Heuristics Similar to Humans? A Case Study Using GPT-3.5
  8 May 2023 · 0 repositories · arXiv:2305.04400
• Explanation-based Finetuning Makes Models More Robust to Spurious Cues
  8 May 2023 · 1 repository · arXiv:2305.04990
• GersteinLab at MEDIQA-Chat 2023: Clinical Note Summarization from Doctor-Patient Conversations through Fine-tuning and In-context Learning
  8 May 2023 · 0 repositories · arXiv:2305.05001
• NeuroComparatives: Neuro-Symbolic Distillation of Comparative Knowledge
  8 May 2023 · 1 repository · arXiv:2305.04978
• Revisiting Relation Extraction in the era of Large Language Models
  8 May 2023 · 0 repositories · arXiv:2305.05003
• Unlocking Practical Applications in Legal Domain: Evaluation of GPT for Zero-Shot Semantic Annotation of Legal Texts
  8 May 2023 · 0 repositories · arXiv:2305.04417
• Language Models Don't Always Say What They Think: Unfaithful Explanations in Chain-of-Thought Prompting
  7 May 2023 · 2 repositories · arXiv:2305.04388
  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)
• Professional Certification Benchmark Dataset: The First 500 Jobs For Large Language Models
  7 May 2023 · 0 repositories · arXiv:2305.05377
• Artificial Neuropsychology: Are Large Language Models Developing Executive Functions?
  6 May 2023 · 0 repositories · arXiv:2305.04134
• Plan-and-Solve Prompting: Improving Zero-Shot Chain-of-Thought Reasoning by Large Language Models
  6 May 2023 · 3 repositories · arXiv:2305.04091
  Syntology official: harvested, nothing ran · 0 ran · 2 unverified (of 2 harvested samples) · 2 pointer-only (licence)
• Refining the Responses of LLMs by Themselves
  6 May 2023 · 1 repository · arXiv:2305.04039
• Adapting Transformer Language Models for Predictive Typing in Brain-Computer Interfaces
  5 May 2023 · 0 repositories · arXiv:2305.03819
• Otter: A Multi-Modal Model with In-Context Instruction Tuning
  5 May 2023 · 1 repository · arXiv:2305.03726
• Simulating H.P. Lovecraft horror literature with the ChatGPT large language model
  5 May 2023 · 0 repositories · arXiv:2305.03429
• Using ChatGPT for Entity Matching
  5 May 2023 · 1 repository · arXiv:2305.03423
• Verify-and-Edit: A Knowledge-Enhanced Chain-of-Thought Framework
  5 May 2023 · 1 repository · arXiv:2305.03268
• An automatically discovered chain-of-thought prompt generalizes to novel models and datasets
  4 May 2023 · 0 repositories · arXiv:2305.02897
• AutoML-GPT: Automatic Machine Learning with GPT
  4 May 2023 · 0 repositories · arXiv:2305.02499
• Gpt-4: A Review on Advancements and Opportunities in Natural Language Processing
  4 May 2023 · 0 repositories · arXiv:2305.03195
• Can LLMs Capture Human Preferences?
  4 May 2023 · 0 repositories · arXiv:2305.02531
• Late-Binding Scholarship in the Age of AI: Navigating Legal and Normative Challenges of a New Form of Knowledge Production
  4 May 2023 · 0 repositories · arXiv:2305.11058
• PersonaLLM: Investigating the Ability of Large Language Models to Express Personality Traits
  4 May 2023 · 1 repository · arXiv:2305.02547
  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)
• Entity Tracking in Language Models
  3 May 2023 · 1 repository · arXiv:2305.02363
• GPT-RE: In-context Learning for Relation Extraction using Large Language Models
  3 May 2023 · 1 repository · arXiv:2305.02105
• Why So Gullible? Enhancing the Robustness of Retrieval-Augmented Models against Counterfactual Noise
  2 May 2023 · 1 repository · arXiv:2305.01579