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Collections including paper arxiv:2501.18009

about 11 hours ago

Reward-Guided Speculative Decoding for Efficient LLM Reasoning

Paper • 2501.19324 • Published 5 days ago • 30
s1: Simple test-time scaling

Paper • 2501.19393 • Published 5 days ago • 76
Scalable-Softmax Is Superior for Attention

Paper • 2501.19399 • Published 5 days ago • 17
The Surprising Agreement Between Convex Optimization Theory and Learning-Rate Scheduling for Large Model Training

Paper • 2501.18965 • Published 5 days ago • 5

Large Language Models Think Too Fast To Explore Effectively

Paper • 2501.18009 • Published 7 days ago • 22
SFT Memorizes, RL Generalizes: A Comparative Study of Foundation Model Post-training

Paper • 2501.17161 • Published 8 days ago • 100

Large Language Models Think Too Fast To Explore Effectively

Paper • 2501.18009 • Published 7 days ago • 22
s1: Simple test-time scaling

Paper • 2501.19393 • Published 5 days ago • 76
Scalable-Softmax Is Superior for Attention

Paper • 2501.19399 • Published 5 days ago • 17

Large Language Models Think Too Fast To Explore Effectively

Paper • 2501.18009 • Published 7 days ago • 22
Thoughts Are All Over the Place: On the Underthinking of o1-Like LLMs

Paper • 2501.18585 • Published 6 days ago • 48

Large Language Models Think Too Fast To Explore Effectively

Paper • 2501.18009 • Published 7 days ago • 22
Gated recurrent neural networks discover attention

Paper • 2309.01775 • Published Sep 4, 2023 • 8

2025 LLM Papers on Hugging Face with Japanese Memos

about 19 hours ago

MotionBench: Benchmarking and Improving Fine-grained Video Motion Understanding for Vision Language Models

Paper • 2501.02955 • Published 30 days ago • 40
2.5 Years in Class: A Multimodal Textbook for Vision-Language Pretraining

Paper • 2501.00958 • Published Jan 1 • 99
MMVU: Measuring Expert-Level Multi-Discipline Video Understanding

Paper • 2501.12380 • Published 15 days ago • 81
VideoWorld: Exploring Knowledge Learning from Unlabeled Videos

Paper • 2501.09781 • Published 20 days ago • 24

On Memorization of Large Language Models in Logical Reasoning

Paper • 2410.23123 • Published Oct 30, 2024 • 18
LLMs Do Not Think Step-by-step In Implicit Reasoning

Paper • 2411.15862 • Published Nov 24, 2024 • 8
Training Large Language Models to Reason in a Continuous Latent Space

Paper • 2412.06769 • Published Dec 9, 2024 • 77
Deliberation in Latent Space via Differentiable Cache Augmentation

Paper • 2412.17747 • Published Dec 23, 2024 • 30

PDFTriage: Question Answering over Long, Structured Documents

Paper • 2309.08872 • Published Sep 16, 2023 • 54
Adapting Large Language Models via Reading Comprehension

Paper • 2309.09530 • Published Sep 18, 2023 • 76
Table-GPT: Table-tuned GPT for Diverse Table Tasks

Paper • 2310.09263 • Published Oct 13, 2023 • 39
Context-Aware Meta-Learning

Paper • 2310.10971 • Published Oct 17, 2023 • 17

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