diff --git a/README.md b/README.md
index f51d21d..bb85688 100644
--- a/README.md
+++ b/README.md
@@ -1,6 +1,6 @@
 # LanPaint (Thinking mode Inpaint)
 
-Unlock precise inpainting without additional training. LanPaint lets the model "think" through multiple iterations before denoising, aiming for seamless and accurate results. This is the official implementation of "Lanpaint: Training-Free Diffusion Inpainting with Exact and Fast Conditional Inference".
+Unlock precise inpainting without additional training. LanPaint lets the model "think" through multiple iterations before denoising, aiming for seamless and accurate results. 
 
 ## Features