Skip to content

Issues: AkihikoWatanabe/paper_notes

New issue

Have a question about this project? Sign up for a free GitHub account to open an issue and contact its maintainers and the community.

Sign up for GitHub

By clicking “Sign up for GitHub”, you agree to our terms of service and privacy statement. We’ll occasionally send you account related emails.

Already on GitHub? Sign in to your account

1,781 Open 45 Closed
1,781 Open 45 Closed
Author
Filter by author
Loading
Label
Filter by label
Loading
Use alt + click/return to exclude labels
or ⇧ + click/return for logical OR
Projects
Filter by project
Loading
Milestones
Filter by milestone
Loading
Assignee
Filter by who’s assigned
Sort
Sort by
Newest Oldest Most commented Least commented Recently updated Least recently updated Best match
Most reactions
👍 👎 😄 🎉 😕 ❤️ 🚀 👀

Issues list

Dataset Distillation: A Comprehensive Review, Ruonan Yu+, arXiv'23 Dataset Distillation MachineLearning Pocket Survey
#1836 opened Mar 25, 2025 by AkihikoWatanabe
1
Qwen2.5-VL-32B-Instruct, Qwen Team, 2025.03 ComputerVision LanguageModel MulltiModal NLP OpenWeightLLM
#1835 opened Mar 25, 2025 by AkihikoWatanabe
1
言語モデルの物理学, 佐藤竜馬, 2025.03 Analysis Article LanguageModel NLP
#1834 opened Mar 25, 2025 by AkihikoWatanabe
1
ExpertGenQA: Open-ended QA generation in Specialized Domains, Haz Sameen Shahgir+, arXiv'25 Evaluation InformationRetrieval NLP Pocket RAG(RetrievalAugmentedGeneration)
#1833 opened Mar 25, 2025 by AkihikoWatanabe
1
Critique Fine-Tuning: Learning to Critique is More Effective than Learning to Imitate, Yubo Wang+, arXiv'25 Finetuning (SFT) LanguageModel NLP
#1832 opened Mar 25, 2025 by AkihikoWatanabe
2
Transformers are SSMs: Generalized Models and Efficient Algorithms Through Structured State Space Duality, Tri Dao+, ICML'24 ICML LanguageModel NLP Pocket SSM (StateSpaceModel)
#1831 opened Mar 24, 2025 by AkihikoWatanabe
1
Nemotron-H: A Family of Accurate, Efficient Hybrid Mamba-Transformer Models, Nvidia, 2025.03 Article ComputerVision Efficiency/SpeedUp Finetuning (SFT) LanguageModel MulltiModal NLP Pretraining SSM (StateSpaceModel) Transformer
#1830 opened Mar 24, 2025 by AkihikoWatanabe
2
Scaling Data-Constrained Language Models, Niklas Muennighoff+, arXiv'23 LanguageModel MachineLearning NLP Pocket Scaling Laws
#1829 opened Mar 23, 2025 by AkihikoWatanabe
Scaling Laws for Neural Language Models, Jared Kaplan+, arXiv'20 LanguageModel MachineLearning NLP Pocket Scaling Laws
#1828 opened Mar 23, 2025 by AkihikoWatanabe
Training Compute-Optimal Large Language Models, Jordan Hoffmann+, arXiv'22 LanguageModel MachineLearning NLP Pocket Scaling Laws
#1827 opened Mar 23, 2025 by AkihikoWatanabe
Thinking Machines: A Survey of LLM based Reasoning Strategies, Dibyanayan Bandyopadhyay+, arXiv'25 LanguageModel NLP Pocket Reasoning Survey
#1826 opened Mar 23, 2025 by AkihikoWatanabe
2
Compute Optimal Scaling of Skills: Knowledge vs Reasoning, Nicholas Roberts+, arXiv'25 Pocket
#1825 opened Mar 23, 2025 by AkihikoWatanabe
2
8 Types of RoPE, Kseniase, 2025.03 Article Embeddings LanguageModel NLP Pocket PositionalEncoding Survey
#1823 opened Mar 23, 2025 by AkihikoWatanabe
2
The "think" tool: Enabling Claude to stop and think in complex tool use situations, Anthropic, 2025.03 Article Pocket
#1822 opened Mar 23, 2025 by AkihikoWatanabe
Understanding R1-Zero-Like Training: A Critical Perspective, 2025.03 Article LanguageModel MachineLearning Pocket Reasoning
#1821 opened Mar 22, 2025 by AkihikoWatanabe
4
Huayuan T1, Tencent, 2025.03 LanguageModel NLP ProprietaryLLM Reasoning SSM (StateSpaceModel)
#1820 opened Mar 22, 2025 by AkihikoWatanabe
5
Stop Overthinking: A Survey on Efficient Reasoning for Large Language Models, Yang Sui+, arXiv'25 Efficiency/SpeedUp LanguageModel Pocket Reasoning Survey
#1819 opened Mar 22, 2025 by AkihikoWatanabe
3
Sudoku-bench, SakanaAI, 2025.03 Dataset LanguageModel NLP Reasoning translation_required
#1818 opened Mar 21, 2025 by AkihikoWatanabe
4
Lost-in-the-Middle in Long-Text Generation: Synthetic Dataset, Evaluation Framework, and Mitigation, Junhao Zhang+, arXiv'25 Dataset LanguageModel LongSequence NLP Pocket
#1817 opened Mar 20, 2025 by AkihikoWatanabe
2
Why Do Multi-Agent LLM Systems Fail?, Mert Cemri+, arXiv'25 LanguageModel LLMAgent Multi NLP Pocket
#1816 opened Mar 20, 2025 by AkihikoWatanabe
DAPO: An Open-Source LLM Reinforcement Learning System at Scale, Qiying Yu+, arXiv'25 LanguageModel MachineLearning Pocket ReinforcementLearning translation_required
#1815 opened Mar 20, 2025 by AkihikoWatanabe
4
Llama Nemotron, Nvidia, 2025.03 LanguageModel NLP OpenWeightLLM Reasoning
#1814 opened Mar 19, 2025 by AkihikoWatanabe
3
The First Few Tokens Are All You Need: An Efficient and Effective Unsupervised Prefix Fine-Tuning Method for Reasoning Models, Ke Ji+, arXiv'25 Adapter/LoRA Efficiency/SpeedUp Finetuning (SFT) NLP Reasoning
#1813 opened Mar 19, 2025 by AkihikoWatanabe
2
15 types of attention mechanisms, Kseniase, 2025.03 Article Attention Survey
#1812 opened Mar 18, 2025 by AkihikoWatanabe
1
Sample, Scrutinize and Scale: Effective Inference-Time Search by Scaling Verification, Eric Zhao+, arXiv'25 LanguageModel NLP Pocket Test-time Compute
#1811 opened Mar 18, 2025 by AkihikoWatanabe
2
ProTip! Find all open issues with in progress development work with linked:pr.