Methods › General › Learning Rate Schedules › Cosine Annealing › Papers, page 21

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 21 of 40: papers 2,001 to 2,100 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.

• RCAgent: Cloud Root Cause Analysis by Autonomous Agents with Tool-Augmented Large Language Models
  25 Oct 2023 · 0 repositories · arXiv:2310.16340
• 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
• TRAMS: Training-free Memory Selection for Long-range Language Modeling
  24 Oct 2023 · 1 repository · arXiv:2310.15494
  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)
• 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
• 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
• 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)
• 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
• Text generation for dataset augmentation in security classification tasks
  22 Oct 2023 · 1 repository · arXiv:2310.14429
• 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
• 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
• Application of deep learning for livestock behaviour recognition: A systematic literature review
  20 Oct 2023 · 0 repositories · arXiv:2310.13483
• 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
• Foundation Model's Embedded Representations May Detect Distribution Shift
  20 Oct 2023 · 0 repositories · arXiv:2310.13836
• 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
• 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)
• 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
• Solving the multiplication problem of a large language model system using a graph-based method
  18 Oct 2023 · 0 repositories · arXiv:2310.13016
• 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
• 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
• Approximating Two-Layer Feedforward Networks for Efficient Transformers
  16 Oct 2023 · 2 repositories · arXiv:2310.10837
  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: 1 honoured, 0 violated, 0 with no contract checked; 2 where Syntology's instrument failed) · 1 unverified (of 4 harvested samples)
• 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
• 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
• Image Augmentation with Controlled Diffusion for Weakly-Supervised Semantic Segmentation
  15 Oct 2023 · 0 repositories · arXiv:2310.09760
• Large Language Model-Aware In-Context Learning for Code Generation
  15 Oct 2023 · 0 repositories · arXiv:2310.09748
• Large Language Models for In-Context Student Modeling: Synthesizing Student's Behavior in Visual Programming
  15 Oct 2023 · 1 repository · arXiv:2310.10690
• Efficient Model-Agnostic Multi-Group Equivariant Networks
  14 Oct 2023 · 0 repositories · arXiv:2310.09675
• Assessing and Enhancing the Robustness of Large Language Models with Task Structure Variations for Logical Reasoning
  13 Oct 2023 · 1 repository · arXiv:2310.09430
  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) · 2 unverified (of 8 harvested samples) · 1 pointer-only (licence)
• From Words and Exercises to Wellness: Farsi Chatbot for Self-Attachment Technique
  13 Oct 2023 · 0 repositories · arXiv:2310.09362
• Human-in-the-loop Machine Translation with Large Language Model
  13 Oct 2023 · 1 repository · arXiv:2310.08908
• Table-GPT: Table-tuned GPT for Diverse Table Tasks
  13 Oct 2023 · 0 repositories · arXiv:2310.09263
• QUIK: Towards End-to-End 4-Bit Inference on Generative Large Language Models
  13 Oct 2023 · 1 repository · arXiv:2310.09259
  Syntology official (archive's flag): 9 ran · 9 ran (of which 0 constructed an object rather than computing a result; 9 with no instrument failure: 0 honoured, 0 violated, 9 with no contract checked; 0 where Syntology's instrument failed) · 4 unverified (of 13 harvested samples)
• Jailbreaking Black Box Large Language Models in Twenty Queries
  12 Oct 2023 · 1 repository · arXiv:2310.08419
  Syntology official (archive's flag): 2 ran · 2 ran (of which 1 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) · 5 unverified (of 7 harvested samples)
• Large language models can replicate cross-cultural differences in personality
  12 Oct 2023 · 0 repositories · arXiv:2310.10679
• Multiclass Classification of Policy Documents with Large Language Models
  12 Oct 2023 · 0 repositories · arXiv:2310.08167
• Promptor: A Conversational and Autonomous Prompt Generation Agent for Intelligent Text Entry Techniques
  12 Oct 2023 · 0 repositories · arXiv:2310.08101
• QASiNa: Religious Domain Question Answering using Sirah Nabawiyah
  12 Oct 2023 · 1 repository · arXiv:2310.08102
• Training Generative Question-Answering on Synthetic Data Obtained from an Instruct-tuned Model
  12 Oct 2023 · 0 repositories · arXiv:2310.08072
• Diversity of Thought Improves Reasoning Abilities of LLMs
  11 Oct 2023 · 0 repositories · arXiv:2310.07088
• Do Large Language Models have Shared Weaknesses in Medical Question Answering?
  11 Oct 2023 · 0 repositories · arXiv:2310.07225
• Found in the Middle: Permutation Self-Consistency Improves Listwise Ranking in Large Language Models
  11 Oct 2023 · 1 repository · arXiv:2310.07712
  Syntology official (archive's flag): 5 ran · 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) · 0 unverified (of 5 harvested samples)
• InstructRetro: Instruction Tuning post Retrieval-Augmented Pretraining
  11 Oct 2023 · 1 repository · arXiv:2310.07713
• Large Language Models Are Zero-Shot Time Series Forecasters
  11 Oct 2023 · 2 repositories · arXiv:2310.07820
  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: 0 honoured, 1 violated, 6 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 7 harvested samples)
• Uncovering Hidden Connections: Iterative Search and Reasoning for Video-grounded Dialog
  11 Oct 2023 · 2 repositories · arXiv:2310.07259
  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, 0 violated, 1 with no contract checked; 2 where Syntology's instrument failed) · 3 unverified (of 6 harvested samples) · 6 pointer-only (licence)
• Diffusion Models for Wireless Communications
  11 Oct 2023 · 0 repositories · arXiv:2310.07312
• Automated clinical coding using off-the-shelf large language models
  10 Oct 2023 · 0 repositories · arXiv:2310.06552
• GeoLLM: Extracting Geospatial Knowledge from Large Language Models
  10 Oct 2023 · 1 repository · arXiv:2310.06213
  Syntology official (archive's flag): 3 ran · 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)
• GPT-4 as an Agronomist Assistant? Answering Agriculture Exams Using Large Language Models
  10 Oct 2023 · 0 repositories · arXiv:2310.06225
• Humans and language models diverge when predicting repeating text
  10 Oct 2023 · 1 repository · arXiv:2310.06408
  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) · 2 pointer-only (licence)
• Large Language Models for Propaganda Detection
  10 Oct 2023 · 2 repositories · arXiv:2310.06422
• LongLLMLingua: Accelerating and Enhancing LLMs in Long Context Scenarios via Prompt Compression
  10 Oct 2023 · 3 repositories · arXiv:2310.06839
• SEER : A Knapsack approach to Exemplar Selection for In-Context HybridQA
  10 Oct 2023 · 1 repository · arXiv:2310.06675
  Syntology official (archive's flag): 6 ran · 6 ran (of which 0 constructed an object rather than computing a result; 5 with no instrument failure: 2 honoured, 0 violated, 3 with no contract checked; 1 where Syntology's instrument failed) · 10 unverified (of 16 harvested samples)
• Cabbage Sweeter than Cake? Analysing the Potential of Large Language Models for Learning Conceptual Spaces
  9 Oct 2023 · 0 repositories · arXiv:2310.05481
• Foundation Models Meet Visualizations: Challenges and Opportunities
  9 Oct 2023 · 0 repositories · arXiv:2310.05771
• Exploring the Maze of Multilingual Modeling
  9 Oct 2023 · 0 repositories · arXiv:2310.05404
• SC-Safety: A Multi-round Open-ended Question Adversarial Safety Benchmark for Large Language Models in Chinese
  9 Oct 2023 · 0 repositories · arXiv:2310.05818
• The Program Testing Ability of Large Language Models for Code
  9 Oct 2023 · 0 repositories · arXiv:2310.05727
• Are Emily and Greg Still More Employable than Lakisha and Jamal? Investigating Algorithmic Hiring Bias in the Era of ChatGPT
  8 Oct 2023 · 0 repositories · arXiv:2310.05135
• Distantly-Supervised Joint Extraction with Noise-Robust Learning
  8 Oct 2023 · 1 repository · arXiv:2310.04994