Update README.md

README.md

@@ -1,3 +1,29 @@
 ---
 license: apache-2.0
 ---
+# Structured Latent Text Refinement
+
+Draft-conditioned latent refinement for non-autoregressive 
+text generation in frozen BERT latent space.
+
+## Paper
+
+When Latent Geometry Is Not Enough: Draft-Conditioned Latent 
+Refinement for Non-Autoregressive Text Generation  
+De Shuai Zhang, Beijing Wuzi University, May 2026  
+[arXiv link — coming soon]
+
+## Checkpoints
+
+- `stage1_rocstories_768_best.pt` — Stage 1 BERT latent 
+  autoencoder with parallel decoder, trained on ROCStories
+- `draft_prior_rocstories_768_best.pt` — DraftPrior network, 
+  768-dimensional, trained with 0% token dropout
+
+## Code
+
+https://github.com/saslifat-gif/structured-latent-text-refinement
+
+## Usage
+
+See repository README for installation and inference instructions.