LFPO: Likelihood-Free Policy Optimization for Masked Diffusion Models
cs.LG, cs.AI
Submitted: 2026-03-02
Updated: 2026-09-27
Terminology
Sources
- Program Synthesis with Large Language Models
- PIQA: Reasoning about Physical Commonsense in Natural Language
- Evaluating Large Language Models Trained on Code
- Stable-DiffCoder: Pushing the Frontier of Code Diffusion Large Language Model
- DiffuCoder: Understanding and Improving Masked Diffusion Models for Code Generation
- Qwen2.5-Coder Technical Report
- WinoGrande: An Adversarial Winograd Schema Challenge at Scale
- Trust Region Policy Optimization
- DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models
- Score-Based Generative Modeling through Stochastic Differential Equations
- Scalable Multitemperature Free Energy Sampling of Classical Ising Spin States
- SPG: Sandwiched Policy Gradient for Masked Diffusion Language Models
- Revolutionizing Reinforcement Learning Framework for Diffusion Large Language Models
- Dream 7B: Diffusion Large Language Models
- Discrete Diffusion in Large Language and Multimodal Models: A Survey
- HellaSwag: Can a Machine Really Finish Your Sentence?
- GAPO: Robust Advantage Estimation for Real-World Code LLMs
- Group Sequence Policy Optimization
- DiffusionNFT: Online Diffusion Reinforcement with Forward Process
- LLaDA 1.5: Variance-Reduced Preference Optimization for Large Language Diffusion Models
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