YanZhanPKU/Entropy-Valley-LLaDA-8B-En2Zh
Translation • Updated • 16 • 2
Training-free length selection for masked diffusion MT (EMNLP 2026). Code: github.com/Entropy-Valley/Entropy-Valley
Note En->Zh LoRA adapter on LLaDA-8B-Base. EV closes 64.9% of the length-oracle COMET-22 gap.
Note Zh->En LoRA adapter on LLaDA-8B-Base. EV closes 65.3% of the gap; strongest human evidence (Adequacy +0.50).
Note En->De LoRA adapter on LLaDA-8B-Base. The paper's declared boundary case (33.0% gap closure).
Note 200k WMT19 SFT pairs per direction, dev splits, WMT22 News test sets, and six diagnostic challenge subsets.