Lei Wang

demolei's activity

• All
• Models
• Datasets
• Spaces
• Papers
• Collections
• Community
• Posts
• Upvotes
• Likes
• Articles

upvoted a paper 1 day ago

VisualPRM: An Effective Process Reward Model for Multimodal Reasoning

Paper • 2503.10291 • Published 5 days ago • 30

upvoted 3 papers 4 days ago

Self-Taught Self-Correction for Small Language Models

Paper • 2503.08681 • Published 7 days ago • 12

Search-R1: Training LLMs to Reason and Leverage Search Engines with Reinforcement Learning

Paper • 2503.09516 • Published 6 days ago • 23

Light-R1: Curriculum SFT, DPO and RL for Long COT from Scratch and Beyond

Paper • 2503.10460 • Published 5 days ago • 22

upvoted 2 papers 6 days ago

Optimizing Test-Time Compute via Meta Reinforcement Fine-Tuning

Paper • 2503.07572 • Published 8 days ago • 35

LMM-R1: Empowering 3B LMMs with Strong Reasoning Abilities Through Two-Stage Rule-Based RL

Paper • 2503.07536 • Published 8 days ago • 76

upvoted a paper 7 days ago

MM-Eureka: Exploring Visual Aha Moment with Rule-based Large-scale Reinforcement Learning

Paper • 2503.07365 • Published 8 days ago • 53

upvoted a collection 11 days ago

Big-Math

Collection

This collection contains assets associated with the Big-Math dataset, a high-quality collection of over 250,000 math questions with verifiable answers • 3 items • Updated 11 days ago • 3

upvoted 5 papers 11 days ago

Efficient Test-Time Scaling via Self-Calibration

Paper • 2503.00031 • Published 21 days ago • 14

Cognitive Behaviors that Enable Self-Improving Reasoners, or, Four Habits of Highly Effective STaRs

Paper • 2503.01307 • Published 15 days ago • 31

Visual-RFT: Visual Reinforcement Fine-Tuning

Paper • 2503.01785 • Published 15 days ago • 66

Process-based Self-Rewarding Language Models

Paper • 2503.03746 • Published 13 days ago • 36

START: Self-taught Reasoner with Tools

Paper • 2503.04625 • Published 12 days ago • 95

upvoted 2 papers 15 days ago

Can Large Language Models Detect Errors in Long Chain-of-Thought Reasoning?

Paper • 2502.19361 • Published 20 days ago • 26

MedVLM-R1: Incentivizing Medical Reasoning Capability of Vision-Language Models (VLMs) via Reinforcement Learning

Paper • 2502.19634 • Published 19 days ago • 59

upvoted a paper 18 days ago

Self-rewarding correction for mathematical reasoning

Paper • 2502.19613 • Published 19 days ago • 77

upvoted 4 papers 20 days ago

OctoTools: An Agentic Framework with Extensible Tools for Complex Reasoning

Paper • 2502.11271 • Published 29 days ago • 16

Revisiting the Test-Time Scaling of o1-like Models: Do they Truly Possess Test-Time Scaling Capabilities?

Paper • 2502.12215 • Published 29 days ago • 16

Small Models Struggle to Learn from Strong Reasoners

Paper • 2502.12143 • Published 29 days ago • 29

S^2R: Teaching LLMs to Self-verify and Self-correct via Reinforcement Learning

Paper • 2502.12853 • Published 28 days ago • 28