Methods › General › Learning Rate Schedules › Cosine Annealing › Papers, page 22

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 22 of 40: papers 2,101 to 2,200 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.

• LLM4VV: Developing LLM-Driven Testsuite for Compiler Validation
  8 Oct 2023 · 1 repository · arXiv:2310.04963
• Zero-Shot Detection of Machine-Generated Codes
  8 Oct 2023 · 1 repository · arXiv:2310.05103
• Do self-supervised speech and language models extract similar representations as human brain?
  7 Oct 2023 · 0 repositories · arXiv:2310.04645
• Large Language Models Only Pass Primary School Exams in Indonesia: A Comprehensive Test on IndoMMLU
  7 Oct 2023 · 1 repository · arXiv:2310.04928
  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, 0 violated, 1 with no contract checked; 1 where Syntology's instrument failed) · 3 unverified (of 5 harvested samples)
• LauraGPT: Listen, Attend, Understand, and Regenerate Audio with GPT
  7 Oct 2023 · 2 repositories · arXiv:2310.04673
  Syntology 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)
• Question-focused Summarization by Decomposing Articles into Facts and Opinions and Retrieving Entities
  7 Oct 2023 · 0 repositories · arXiv:2310.04880
• Copy Suppression: Comprehensively Understanding an Attention Head
  6 Oct 2023 · 1 repository · arXiv:2310.04625
  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) · 3 pointer-only (licence)
• Keyword Augmented Retrieval: Novel framework for Information Retrieval integrated with speech interface
  6 Oct 2023 · 0 repositories · arXiv:2310.04205
• Language Agent Tree Search Unifies Reasoning Acting and Planning in Language Models
  6 Oct 2023 · 2 repositories · arXiv:2310.04406
  Syntology official (archive's flag): 9 ran · 9 ran (of which 0 constructed an object rather than computing a result; 8 with no instrument failure: 1 honoured, 0 violated, 7 with no contract checked; 1 where Syntology's instrument failed) · 0 unverified (of 9 harvested samples) · 2 pointer-only (licence)
• Agent Instructs Large Language Models to be General Zero-Shot Reasoners
  5 Oct 2023 · 1 repository · arXiv:2310.03710
  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) · 1 unverified (of 10 harvested samples)
• Automating Human Tutor-Style Programming Feedback: Leveraging GPT-4 Tutor Model for Hint Generation and GPT-3.5 Student Model for Hint Validation
  5 Oct 2023 · 2 repositories · arXiv:2310.03780
  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)
• DSPy: Compiling Declarative Language Model Calls into Self-Improving Pipelines
  5 Oct 2023 · 3 repositories · arXiv:2310.03714
  Syntology community repositories only · 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) · 4 unverified (of 7 harvested samples)
• Fine-tuning Aligned Language Models Compromises Safety, Even When Users Do Not Intend To!
  5 Oct 2023 · 1 repository · arXiv:2310.03693
  Syntology official: harvested, nothing ran · 0 ran · 1 unverified (of 1 harvested sample)
• Parking Spot Classification based on surround view camera system
  5 Oct 2023 · 0 repositories · arXiv:2310.12997
• SmoothLLM: Defending Large Language Models Against Jailbreaking Attacks
  5 Oct 2023 · 1 repository · arXiv:2310.03684
• A Survey of GPT-3 Family Large Language Models Including ChatGPT and GPT-4
  4 Oct 2023 · 0 repositories · arXiv:2310.12321
• Large Language Model Cascades with Mixture of Thoughts Representations for Cost-efficient Reasoning
  4 Oct 2023 · 1 repository · arXiv:2310.03094
• Memoria: Resolving Fateful Forgetting Problem through Human-Inspired Memory Architecture
  4 Oct 2023 · 1 repository · arXiv:2310.03052
  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) · 9 unverified (of 10 harvested samples)
• NOLA: Compressing LoRA using Linear Combination of Random Basis
  4 Oct 2023 · 1 repository · arXiv:2310.02556
  Syntology official (archive's flag): 5 ran · 5 ran (of which 2 constructed an object rather than computing a result; 2 with no instrument failure: 0 honoured, 0 violated, 2 with no contract checked; 3 where Syntology's instrument failed) · 0 unverified (of 5 harvested samples)
• Retrieval meets Long Context Large Language Models
  4 Oct 2023 · 0 repositories · arXiv:2310.03025
• Instances Need More Care: Rewriting Prompts for Instances with LLMs in the Loop Yields Better Zero-Shot Performance
  3 Oct 2023 · 1 repository · arXiv:2310.02107
  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)
• GPT-Driver: Learning to Drive with GPT
  2 Oct 2023 · 1 repository · arXiv:2310.01415
  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)
• LLM Lies: Hallucinations are not Bugs, but Features as Adversarial Examples
  2 Oct 2023 · 1 repository · arXiv:2310.01469
  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) · 2 unverified (of 3 harvested samples)
• PolySketchFormer: Fast Transformers via Sketching Polynomial Kernels
  2 Oct 2023 · 0 repositories · arXiv:2310.01655
• Analyzing and Mitigating Object Hallucination in Large Vision-Language Models
  1 Oct 2023 · 1 repository · arXiv:2310.00754
  Syntology official (archive's flag): 7 ran · 7 ran (of which 0 constructed an object rather than computing a result; 2 with no instrument failure: 0 honoured, 1 violated, 1 with no contract checked; 5 where Syntology's instrument failed) · 1 unverified (of 8 harvested samples) · 8 pointer-only (licence)
• BooookScore: A systematic exploration of book-length summarization in the era of LLMs
  1 Oct 2023 · 2 repositories · arXiv:2310.00785
  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)
• RoleLLM: Benchmarking, Eliciting, and Enhancing Role-Playing Abilities of Large Language Models
  1 Oct 2023 · 2 repositories · arXiv:2310.00746
• Gaze-Driven Sentence Simplification for Language Learners: Enhancing Comprehension and Readability
  30 Sep 2023 · 0 repositories · arXiv:2310.00355
• A Large Language Model Approach to Educational Survey Feedback Analysis
  29 Sep 2023 · 0 repositories · arXiv:2309.17447
• An evaluation of GPT models for phenotype concept recognition
  29 Sep 2023 · 0 repositories · arXiv:2309.17169
• Benchmarking the Abilities of Large Language Models for RDF Knowledge Graph Creation and Comprehension: How Well Do LLMs Speak Turtle?
  29 Sep 2023 · 3 repositories · arXiv:2309.17122
• DyVal: Dynamic Evaluation of Large Language Models for Reasoning Tasks
  29 Sep 2023 · 1 repository · arXiv:2309.17167
• Cooperation, Competition, and Maliciousness: LLM-Stakeholders Interactive Negotiation
  29 Sep 2023 · 2 repositories · arXiv:2309.17234
  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) · 0 unverified (of 3 harvested samples)
• Memory Gym: Towards Endless Tasks to Benchmark Memory Capabilities of Agents
  29 Sep 2023 · 1 repository · arXiv:2309.17207
  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)
• Revolutionizing Mobile Interaction: Enabling a 3 Billion Parameter GPT LLM on Mobile
  29 Sep 2023 · 0 repositories · arXiv:2310.01434
• Split and Merge: Aligning Position Biases in LLM-based Evaluators
  29 Sep 2023 · 0 repositories · arXiv:2310.01432
• Training and inference of large language models using 8-bit floating point
  29 Sep 2023 · 0 repositories · arXiv:2309.17224
• AE-GPT: Using Large Language Models to Extract Adverse Events from Surveillance Reports-A Use Case with Influenza Vaccine Adverse Events
  28 Sep 2023 · 0 repositories · arXiv:2309.16150
• GPT-Fathom: Benchmarking Large Language Models to Decipher the Evolutionary Path towards GPT-4 and Beyond
  28 Sep 2023 · 1 repository · arXiv:2309.16583
  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) · 4 unverified (of 9 harvested samples)
• Large Language Model Soft Ideologization via AI-Self-Consciousness
  28 Sep 2023 · 0 repositories · arXiv:2309.16167
• Stress Testing Chain-of-Thought Prompting for Large Language Models
  28 Sep 2023 · 0 repositories · arXiv:2309.16621
• MindGPT: Interpreting What You See with Non-invasive Brain Recordings
  27 Sep 2023 · 1 repository · arXiv:2309.15729
  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) · 4 unverified (of 7 harvested samples) · 7 pointer-only (licence)
• NLPBench: Evaluating Large Language Models on Solving NLP Problems
  27 Sep 2023 · 1 repository · arXiv:2309.15630
• Legal Question-Answering in the Indian Context: Efficacy, Challenges, and Potential of Modern AI Models
  26 Sep 2023 · 0 repositories · arXiv:2309.14735
• Exploring Small Language Models with Prompt-Learning Paradigm for Efficient Domain-Specific Text Classification
  26 Sep 2023 · 0 repositories · arXiv:2309.14779
• How to Catch an AI Liar: Lie Detection in Black-Box LLMs by Asking Unrelated Questions
  26 Sep 2023 · 1 repository · arXiv:2309.15840
  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)
• RankVicuna: Zero-Shot Listwise Document Reranking with Open-Source Large Language Models
  26 Sep 2023 · 3 repositories · arXiv:2309.15088
• Supersonic: Learning to Generate Source Code Optimizations in C/C++
  26 Sep 2023 · 1 repository · arXiv:2309.14846
• Evaluating Cognitive Maps and Planning in Large Language Models with CogEval
  25 Sep 2023 · 0 repositories · arXiv:2309.15129
• LogGPT: Log Anomaly Detection via GPT
  25 Sep 2023 · 1 repository · arXiv:2309.14482
• Watch Your Language: Investigating Content Moderation with Large Language Models
  25 Sep 2023 · 0 repositories · arXiv:2309.14517
• Does the "most sinfully decadent cake ever" taste good? Answering Yes/No Questions from Figurative Contexts
  24 Sep 2023 · 0 repositories · arXiv:2309.13748
• Seeing Is Not Always Believing: Invisible Collision Attack and Defence on Pre-Trained Models
  24 Sep 2023 · 1 repository · arXiv:2309.13579
• A Chat About Boring Problems: Studying GPT-based text normalization
  23 Sep 2023 · 0 repositories · arXiv:2309.13426
• Probing the Moral Development of Large Language Models through Defining Issues Test
  23 Sep 2023 · 0 repositories · arXiv:2309.13356
• Randomize to Generalize: Domain Randomization for Runway FOD Detection
  23 Sep 2023 · 0 repositories · arXiv:2309.13264
• AMPLIFY:Attention-based Mixup for Performance Improvement and Label Smoothing in Transformer
  22 Sep 2023 · 1 repository · arXiv:2309.12689
• BenLLMEval: A Comprehensive Evaluation into the Potentials and Pitfalls of Large Language Models on Bengali NLP
  22 Sep 2023 · 0 repositories · arXiv:2309.13173
• Contextual Emotion Estimation from Image Captions
  22 Sep 2023 · 0 repositories · arXiv:2309.13136
• Investigating Large Language Models and Control Mechanisms to Improve Text Readability of Biomedical Abstracts
  22 Sep 2023 · 1 repository · arXiv:2309.13202
• Large Language Models Are Also Good Prototypical Commonsense Reasoners
  22 Sep 2023 · 0 repositories · arXiv:2309.13165
• SPION: Layer-Wise Sparse Training of Transformer via Convolutional Flood Filling
  22 Sep 2023 · 0 repositories · arXiv:2309.12578
• Goal-Oriented Prompt Attack and Safety Evaluation for LLMs
  21 Sep 2023 · 2 repositories · arXiv:2309.11830
• Bad Actor, Good Advisor: Exploring the Role of Large Language Models in Fake News Detection
  21 Sep 2023 · 1 repository · arXiv:2309.12247
• Constraints First: A New MDD-based Model to Generate Sentences Under Constraints
  21 Sep 2023 · 0 repositories · arXiv:2309.12415
• MetaMath: Bootstrap Your Own Mathematical Questions for Large Language Models
  21 Sep 2023 · 1 repository · arXiv:2309.12284
  Syntology official (archive's flag): 15 ran · 15 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; 14 where Syntology's instrument failed) · 7 unverified (of 22 harvested samples)
• Random-Access Infinite Context Length for Transformers
  21 Sep 2023 · 1 repository
• TART: A plug-and-play Transformer module for task-agnostic reasoning
  21 Sep 2023 · 1 repository
• The Cambridge Law Corpus: A Dataset for Legal AI Research
  21 Sep 2023 · 0 repositories · arXiv:2309.12269
• The Reversal Curse: LLMs trained on "A is B" fail to learn "B is A"
  21 Sep 2023 · 2 repositories · arXiv:2309.12288
  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) · 2 unverified (of 11 harvested samples) · 11 pointer-only (licence)
• TOA: Task-oriented Active VQA
  21 Sep 2023 · 0 repositories
• A Paradigm Shift in Machine Translation: Boosting Translation Performance of Large Language Models
  20 Sep 2023 · 1 repository · arXiv:2309.11674
  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)
• Controlled Generation with Prompt Insertion for Natural Language Explanations in Grammatical Error Correction
  20 Sep 2023 · 1 repository · arXiv:2309.11439
• Design of Chain-of-Thought in Math Problem Solving
  20 Sep 2023 · 1 repository · arXiv:2309.11054
• Fictional Worlds, Real Connections: Developing Community Storytelling Social Chatbots through LLMs
  20 Sep 2023 · 0 repositories · arXiv:2309.11478
• Generative AI in Mafia-like Game Simulation
  20 Sep 2023 · 0 repositories · arXiv:2309.11672
• Safurai 001: New Qualitative Approach for Code LLM Evaluation
  20 Sep 2023 · 1 repository · arXiv:2309.11385
• Sequence-to-Sequence Spanish Pre-trained Language Models
  20 Sep 2023 · 1 repository · arXiv:2309.11259
• The Languini Kitchen: Enabling Language Modelling Research at Different Scales of Compute
  20 Sep 2023 · 1 repository · arXiv:2309.11197
• Language as the Medium: Multimodal Video Classification through text only
  19 Sep 2023 · 0 repositories · arXiv:2309.10783
• Rigorously Assessing Natural Language Explanations of Neurons
  19 Sep 2023 · 0 repositories · arXiv:2309.10312
• Writer-Defined AI Personas for On-Demand Feedback Generation
  19 Sep 2023 · 0 repositories · arXiv:2309.10433
• Evaluation of GPT-3 for Anti-Cancer Drug Sensitivity Prediction
  18 Sep 2023 · 0 repositories · arXiv:2309.10016
• RECAP: Retrieval-Augmented Audio Captioning
  18 Sep 2023 · 1 repository · arXiv:2309.09836
  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) · 3 unverified (of 8 harvested samples) · 8 pointer-only (licence)
• Towards Ontology Construction with Language Models
  18 Sep 2023 · 0 repositories · arXiv:2309.09898
• Contrastive Decoding Improves Reasoning in Large Language Models
  17 Sep 2023 · 0 repositories · arXiv:2309.09117
• Do Large GPT Models Discover Moral Dimensions in Language Representations? A Topological Study Of Sentence Embeddings
  17 Sep 2023 · 0 repositories · arXiv:2309.09397
• From Cooking Recipes to Robot Task Trees -- Improving Planning Correctness and Task Efficiency by Leveraging LLMs with a Knowledge Network
  17 Sep 2023 · 0 repositories · arXiv:2309.09181
• Decoder-only Architecture for Speech Recognition with CTC Prompts and Text Data Augmentation
  16 Sep 2023 · 0 repositories · arXiv:2309.08876
• Struc-Bench: Are Large Language Models Really Good at Generating Complex Structured Data?
  16 Sep 2023 · 1 repository · arXiv:2309.08963
• A Modern Turkish Poet: Fine-Tuned GPT-2
  15 Sep 2023 · 1 repository
• Advancing the Evaluation of Traditional Chinese Language Models: Towards a Comprehensive Benchmark Suite
  15 Sep 2023 · 1 repository · arXiv:2309.08448
• Indian-BhED: A Dataset for Measuring India-Centric Biases in Large Language Models
  15 Sep 2023 · 1 repository · arXiv:2309.08573
• EvoPrompt: Connecting LLMs with Evolutionary Algorithms Yields Powerful Prompt Optimizers
  15 Sep 2023 · 2 repositories · arXiv:2309.08532
  Syntology 11 ran (of which 0 constructed an object rather than computing a result; 3 with no instrument failure: 2 honoured, 0 violated, 1 with no contract checked; 8 where Syntology's instrument failed) · 2 unverified (of 13 harvested samples)
• CoCA: Fusing Position Embedding with Collinear Constrained Attention in Transformers for Long Context Window Extending
  15 Sep 2023 · 1 repository · arXiv:2309.08646
• GPT-Lab: Next Generation Of Optimal Chemistry Discovery By GPT Driven Robotic Lab
  15 Sep 2023 · 0 repositories · arXiv:2309.16721
• ICLEF: In-Context Learning with Expert Feedback for Explainable Style Transfer
  15 Sep 2023 · 1 repository · arXiv:2309.08583
• Large Language Models for Failure Mode Classification: An Investigation
  15 Sep 2023 · 1 repository · arXiv:2309.08181
• An Empirical Evaluation of Prompting Strategies for Large Language Models in Zero-Shot Clinical Natural Language Processing
  14 Sep 2023 · 0 repositories · arXiv:2309.08008
• Assessing the nature of large language models: A caution against anthropocentrism
  14 Sep 2023 · 0 repositories · arXiv:2309.07683