Yihe Deng PRO

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upvoted a paper 3 days ago

LLaVA-Critic-R1: Your Critic Model is Secretly a Strong Policy Model

Paper • 2509.00676 • Published 7 days ago • 74

upvoted 2 papers about 2 months ago

The Entropy Mechanism of Reinforcement Learning for Reasoning Language Models

Paper • 2505.22617 • Published May 28 • 130

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

Paper • 2506.01939 • Published Jun 2 • 180

upvoted 2 papers 5 months ago

When To Solve, When To Verify: Compute-Optimal Problem Solving and Generative Verification for LLM Reasoning

Paper • 2504.01005 • Published Apr 1 • 16

Open-Reasoner-Zero: An Open Source Approach to Scaling Up Reinforcement Learning on the Base Model

Paper • 2503.24290 • Published Mar 31 • 63

upvoted a paper 6 months ago

OpenVLThinker: An Early Exploration to Complex Vision-Language Reasoning via Iterative Self-Improvement

Paper • 2503.17352 • Published Mar 21 • 24

upvoted a paper 7 months ago

DuoGuard: A Two-Player RL-Driven Framework for Multilingual LLM Guardrails

Paper • 2502.05163 • Published Feb 7 • 23

upvoted 3 papers 10 months ago

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

Paper • 2411.11504 • Published Nov 18, 2024 • 24

Training Language Models to Self-Correct via Reinforcement Learning

Paper • 2409.12917 • Published Sep 19, 2024 • 141

Flow-DPO: Improving LLM Mathematical Reasoning through Online Multi-Agent Learning

Paper • 2410.22304 • Published Oct 29, 2024 • 18

upvoted a paper 11 months ago

SecCodePLT: A Unified Platform for Evaluating the Security of Code GenAI

Paper • 2410.11096 • Published Oct 14, 2024 • 13

upvoted a paper about 1 year ago

MIRAI: Evaluating LLM Agents for Event Forecasting

Paper • 2407.01231 • Published Jul 1, 2024 • 18

upvoted 2 papers over 1 year ago

Mitigating Object Hallucination in Large Vision-Language Models via Classifier-Free Guidance

Paper • 2402.08680 • Published Feb 13, 2024 • 1

Self-Play Fine-Tuning Converts Weak Language Models to Strong Language Models

Paper • 2401.01335 • Published Jan 2, 2024 • 68

upvoted a paper almost 2 years ago

Rephrase and Respond: Let Large Language Models Ask Better Questions for Themselves

Paper • 2311.04205 • Published Nov 7, 2023 • 5