Junyang Lin

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authored a paper 12 days ago

RefCritic: Training Long Chain-of-Thought Critic Models with Refinement Feedback

Paper • 2507.15024 • Published 15 days ago • 13

authored a paper 2 months ago

Beyond the 80/20 Rule: High-Entropy Minority Tokens Drive Effective Reinforcement Learning for LLM Reasoning

Paper • 2506.01939 • Published Jun 2 • 176

authored 2 papers 3 months ago

Parallel Scaling Law for Language Models

Paper • 2505.10475 • Published May 15 • 82

WorldPM: Scaling Human Preference Modeling

Paper • 2505.10527 • Published May 15 • 34

authored a paper 4 months ago

Qwen2.5-Omni Technical Report

Paper • 2503.20215 • Published Mar 26 • 165

authored 2 papers 5 months ago

START: Self-taught Reasoner with Tools

Paper • 2503.04625 • Published Mar 6 • 114

Multimodal Representation Alignment for Image Generation: Text-Image Interleaved Control Is Easier Than You Think

Paper • 2502.20172 • Published Feb 27 • 28

authored 4 papers 6 months ago

Qwen2.5-VL Technical Report

Paper • 2502.13923 • Published Feb 19 • 199

Qwen2.5-1M Technical Report

Paper • 2501.15383 • Published Jan 26 • 72

RealCritic: Towards Effectiveness-Driven Evaluation of Language Model Critiques

Paper • 2501.14492 • Published Jan 24 • 34

Demons in the Detail: On Implementing Load Balancing Loss for Training Specialized Mixture-of-Expert Models

Paper • 2501.11873 • Published Jan 21 • 66

authored 4 papers 7 months ago

The Lessons of Developing Process Reward Models in Mathematical Reasoning

Paper • 2501.07301 • Published Jan 13 • 100

Enabling Scalable Oversight via Self-Evolving Critic

Paper • 2501.05727 • Published Jan 10 • 76

Next Token Prediction Towards Multimodal Intelligence: A Comprehensive Survey

Paper • 2412.18619 • Published Dec 16, 2024 • 59

CodeElo: Benchmarking Competition-level Code Generation of LLMs with Human-comparable Elo Ratings

Paper • 2501.01257 • Published Jan 2 • 53

authored 3 papers 8 months ago

Qwen2.5 Technical Report

Paper • 2412.15115 • Published Dec 19, 2024 • 373

Evaluating and Aligning CodeLLMs on Human Preference

Paper • 2412.05210 • Published Dec 6, 2024 • 51

ProcessBench: Identifying Process Errors in Mathematical Reasoning

Paper • 2412.06559 • Published Dec 9, 2024 • 84

authored 2 papers 10 months ago

Aligning Large Language Models via Self-Steering Optimization

Paper • 2410.17131 • Published Oct 22, 2024 • 23

Rethinking Data Selection at Scale: Random Selection is Almost All You Need

Paper • 2410.09335 • Published Oct 12, 2024 • 17