zuijiang

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upvoted a paper about 1 hour ago

CoBA-RL: Capability-Oriented Budget Allocation for Reinforcement Learning in LLMs

Paper • 2602.03048 • Published 1 day ago • 3

upvoted a paper about 16 hours ago

Good SFT Optimizes for SFT, Better SFT Prepares for Reinforcement Learning

Paper • 2602.01058 • Published 3 days ago • 29

upvoted a paper 1 day ago

Golden Goose: A Simple Trick to Synthesize Unlimited RLVR Tasks from Unverifiable Internet Text

Paper • 2601.22975 • Published 5 days ago • 69

upvoted a paper 29 days ago

The Reasoning-Creativity Trade-off: Toward Creativity-Driven Problem Solving

Paper • 2601.00747 • Published Jan 2 • 20

upvoted a paper about 1 month ago

Improving Multi-step RAG with Hypergraph-based Memory for Long-Context Complex Relational Modeling

Paper • 2512.23959 • Published Dec 30, 2025 • 112

upvoted a paper about 2 months ago

Coupled Variational Reinforcement Learning for Language Model General Reasoning

Paper • 2512.12576 • Published Dec 14, 2025 • 3

upvoted a paper 2 months ago

DeepSeek-V3.2: Pushing the Frontier of Open Large Language Models

Paper • 2512.02556 • Published Dec 2, 2025 • 255

upvoted a paper 5 months ago

SimpleTIR: End-to-End Reinforcement Learning for Multi-Turn Tool-Integrated Reasoning

Paper • 2509.02479 • Published Sep 2, 2025 • 84

upvoted 2 papers 8 months ago

Reinforcement Pre-Training

Paper • 2506.08007 • Published Jun 9, 2025 • 263

GraphOmni: A Comprehensive and Extendable Benchmark Framework for Large Language Models on Graph-theoretic Tasks

Paper • 2504.12764 • Published Apr 17, 2025 • 42

upvoted a paper 10 months ago

xVerify: Efficient Answer Verifier for Reasoning Model Evaluations

Paper • 2504.10481 • Published Apr 14, 2025 • 85

upvoted a paper 12 months ago

DeepRAG: Thinking to Retrieval Step by Step for Large Language Models

Paper • 2502.01142 • Published Feb 3, 2025 • 24

upvoted 2 papers about 1 year ago

Auto-RT: Automatic Jailbreak Strategy Exploration for Red-Teaming Large Language Models

Paper • 2501.01830 • Published Jan 3, 2025 • 17

Search, Verify and Feedback: Towards Next Generation Post-training Paradigm of Foundation Models via Verifier Engineering

Paper • 2411.11504 • Published Nov 18, 2024 • 24

upvoted 2 papers over 2 years ago

RAIN: Your Language Models Can Align Themselves without Finetuning

Paper • 2309.07124 • Published Sep 13, 2023 • 3

RLAIF: Scaling Reinforcement Learning from Human Feedback with AI Feedback

Paper • 2309.00267 • Published Sep 1, 2023 • 52