📄 Paper (arXiv:2608.22274) | 💻 GitHub | 🤗 Models
This repository contains every data file read by Entropy-Valley (EV), the training-free target-length selector for masked diffusion machine translation introduced in "Length-Adaptive Decoding for Masked Diffusion Machine Translation" (EMNLP 2026 Main Conference).
Masked diffusion language models decode by filling a fixed-size canvas, so the target length must be chosen before denoising starts. EV probes… See the full description on the dataset page:
https://huggingface.co/datasets/YanZhanPKU/Entropy-Valley-Datasets.
