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Discover the best community collections!

Collections including paper arxiv:2505.14810

Scaling Law for Quantization-Aware Training

Paper • 2505.14302 • Published 14 days ago • 71
Reward Reasoning Model

Paper • 2505.14674 • Published 14 days ago • 34
Qwen3 Technical Report

Paper • 2505.09388 • Published 20 days ago • 175
AdaptThink: Reasoning Models Can Learn When to Think

Paper • 2505.13417 • Published 15 days ago • 78

May 2025 - Top Papers

LLMs for Engineering: Teaching Models to Design High Powered Rockets

Paper • 2504.19394 • Published Apr 27 • 13
Generative AI for Character Animation: A Comprehensive Survey of Techniques, Applications, and Future Directions

Paper • 2504.19056 • Published Apr 27 • 16
100 Days After DeepSeek-R1: A Survey on Replication Studies and More Directions for Reasoning Language Models

Paper • 2505.00551 • Published May 1 • 37
The Leaderboard Illusion

Paper • 2504.20879 • Published Apr 29 • 70

J1: Incentivizing Thinking in LLM-as-a-Judge via Reinforcement Learning

Paper • 2505.10320 • Published 19 days ago • 22
Insights into DeepSeek-V3: Scaling Challenges and Reflections on Hardware for AI Architectures

Paper • 2505.09343 • Published 20 days ago • 62
Beyond 'Aha!': Toward Systematic Meta-Abilities Alignment in Large Reasoning Models

Paper • 2505.10554 • Published 19 days ago • 117
Scaling Reasoning can Improve Factuality in Large Language Models

Paper • 2505.11140 • Published 18 days ago • 6

Thought Manipulation: External Thought Can Be Efficient for Large Reasoning Models

Paper • 2504.13626 • Published Apr 18 • 8
Scaling Reasoning, Losing Control: Evaluating Instruction Following in Large Reasoning Models

Paper • 2505.14810 • Published 14 days ago • 60

CoRAG: Collaborative Retrieval-Augmented Generation

Paper • 2504.01883 • Published Apr 2 • 10
VL-Rethinker: Incentivizing Self-Reflection of Vision-Language Models with Reinforcement Learning

Paper • 2504.08837 • Published Apr 10 • 43
Mavors: Multi-granularity Video Representation for Multimodal Large Language Model

Paper • 2504.10068 • Published Apr 14 • 30
xVerify: Efficient Answer Verifier for Reasoning Model Evaluations

Paper • 2504.10481 • Published Apr 14 • 84

Interesting Papers

These papers are interesting (to me)

Revisit Large-Scale Image-Caption Data in Pre-training Multimodal Foundation Models

Paper • 2410.02740 • Published Oct 3, 2024 • 55
From Code to Correctness: Closing the Last Mile of Code Generation with Hierarchical Debugging

Paper • 2410.01215 • Published Oct 2, 2024 • 33
Molmo and PixMo: Open Weights and Open Data for State-of-the-Art Multimodal Models

Paper • 2409.17146 • Published Sep 25, 2024 • 114
EuroLLM: Multilingual Language Models for Europe

Paper • 2409.16235 • Published Sep 24, 2024 • 26

Reinforcement learning

about 7 hours ago

Diffusion Augmented Agents: A Framework for Efficient Exploration and Transfer Learning

Paper • 2407.20798 • Published Jul 30, 2024 • 25
Offline Reinforcement Learning for LLM Multi-Step Reasoning

Paper • 2412.16145 • Published Dec 20, 2024 • 39
REINFORCE++: A Simple and Efficient Approach for Aligning Large Language Models

Paper • 2501.03262 • Published Jan 4 • 99
SWE-RL: Advancing LLM Reasoning via Reinforcement Learning on Open Software Evolution

Paper • 2502.18449 • Published Feb 25 • 74

My Papers of Interest

Self-Alignment with Instruction Backtranslation

Paper • 2308.06259 • Published Aug 11, 2023 • 42
ReCLIP: Refine Contrastive Language Image Pre-Training with Source Free Domain Adaptation

Paper • 2308.03793 • Published Aug 4, 2023 • 11
From Sparse to Soft Mixtures of Experts

Paper • 2308.00951 • Published Aug 2, 2023 • 20
Revisiting DETR Pre-training for Object Detection

Paper • 2308.01300 • Published Aug 2, 2023 • 9

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