CARVE: Verified Expansion for Variable-Length Generation in Diffusion Language Models
cs.AI
Submitted: 2026-08-31
Updated: 2026-08-31
Code: https://github.com/wailji/CARVE
Terminology
Sources
- Program Synthesis with Large Language Models
- Evaluating Large Language Models Trained on Code
- Improving Variable-Length Generation in Diffusion Language Models via Length Regularization
- Training Verifiers to Solve Math Word Problems
- Edit Flows: Flow Matching with Edit Operations
- Any-Order Flexible Length Masked Diffusion
- DreamOn: Diffusion Language Models For Code Infilling Beyond Fixed-size Canvas
- Beyond Fixed: Training-Free Variable-Length Denoising for Diffusion Large Language Models
- $\rho$-$\texttt{EOS}$: Training-free Bidirectional Variable-Length Control for Masked Diffusion LLMs
- Dream 7B: Diffusion Large Language Models
- Discrete Diffusion Modeling by Estimating the Ratios of the Data Distribution
- A Reparameterized Discrete Diffusion Model for Text Generation
- Diffusion Language Models Are Natively Length-Aware
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