luojch

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upvoted a paper about 2 months ago

ProRL: Prolonged Reinforcement Learning Expands Reasoning Boundaries in Large Language Models

Paper • 2505.24864 • Published May 30, 2025 • 143

upvoted a paper 3 months ago

GlobalRAG: Enhancing Global Reasoning in Multi-hop Question Answering via Reinforcement Learning

Paper • 2510.20548 • Published Oct 23, 2025 • 3

upvoted a collection 3 months ago

Reasoning Efficiency Research

Collection

Ultra-efficient reasoning model! SOTA Accuracy / CoT Length trade-offs • 3 items • Updated 16 days ago • 11

upvoted a paper 3 months ago

QeRL: Beyond Efficiency -- Quantization-enhanced Reinforcement Learning for LLMs

Paper • 2510.11696 • Published Oct 13, 2025 • 177

upvoted 2 papers 5 months ago

R-Zero: Self-Evolving Reasoning LLM from Zero Data

Paper • 2508.05004 • Published Aug 7, 2025 • 129

ReasonRank: Empowering Passage Ranking with Strong Reasoning Ability

Paper • 2508.07050 • Published Aug 9, 2025 • 117