Young-Jun Lee PRO

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upvoted 4 papers 1 day ago

Data Efficacy for Language Model Training

Paper • 2506.21545 • Published 7 days ago • 7

GLM-4.1V-Thinking: Towards Versatile Multimodal Reasoning with Scalable Reinforcement Learning

Paper • 2507.01006 • Published 2 days ago • 157

SciArena: An Open Evaluation Platform for Foundation Models in Scientific Literature Tasks

Paper • 2507.01001 • Published 2 days ago • 35

Does Math Reasoning Improve General LLM Capabilities? Understanding Transferability of LLM Reasoning

Paper • 2507.00432 • Published 3 days ago • 44

upvoted 2 papers 2 days ago

SPIRAL: Self-Play on Zero-Sum Games Incentivizes Reasoning via Multi-Agent Multi-Turn Reinforcement Learning

Paper • 2506.24119 • Published 3 days ago • 36

Ovis-U1 Technical Report

Paper • 2506.23044 • Published 5 days ago • 57

upvoted 2 papers 10 days ago

ReasonFlux-PRM: Trajectory-Aware PRMs for Long Chain-of-Thought Reasoning in LLMs

Paper • 2506.18896 • Published 10 days ago • 27

Show-o2: Improved Native Unified Multimodal Models

Paper • 2506.15564 • Published 15 days ago • 28

upvoted 2 papers 15 days ago

MultiFinBen: A Multilingual, Multimodal, and Difficulty-Aware Benchmark for Financial LLM Evaluation

Paper • 2506.14028 • Published 17 days ago • 90

GenRecal: Generation after Recalibration from Large to Small Vision-Language Models

Paper • 2506.15681 • Published 15 days ago • 36

upvoted 2 papers 24 days ago

MiniCPM4: Ultra-Efficient LLMs on End Devices

Paper • 2506.07900 • Published 24 days ago • 81

Reinforcement Pre-Training

Paper • 2506.08007 • Published 24 days ago • 238

upvoted 3 papers about 1 month ago

VeriThinker: Learning to Verify Makes Reasoning Model Efficient

Paper • 2505.17941 • Published May 23 • 24

Distilling LLM Agent into Small Models with Retrieval and Code Tools

Paper • 2505.17612 • Published May 23 • 78

Web-Shepherd: Advancing PRMs for Reinforcing Web Agents

Paper • 2505.15277 • Published May 21 • 102

upvoted 4 papers about 2 months ago

AdaptThink: Reasoning Models Can Learn When to Think

Paper • 2505.13417 • Published May 19 • 79

VisionReasoner: Unified Visual Perception and Reasoning via Reinforcement Learning

Paper • 2505.12081 • Published May 17 • 17

The CoT Encyclopedia: Analyzing, Predicting, and Controlling how a Reasoning Model will Think

Paper • 2505.10185 • Published May 15 • 25

Qwen3 Technical Report

Paper • 2505.09388 • Published May 14 • 209

upvoted a paper 2 months ago

Toward Evaluative Thinking: Meta Policy Optimization with Evolving Reward Models

Paper • 2504.20157 • Published Apr 28 • 37