diff --git a/README.md b/README.md
index c1d6bba..46edc6c 100644
--- a/README.md
+++ b/README.md
@@ -27,7 +27,7 @@ Deyao Zhu*, Jun Chen*, Xiaoqian Shen, Xiang Li, Mohamed Elhoseiny
 * <a href='https://github.com/waltonfuture/InstructionGPT-4?tab=readme-ov-file'><img src='https://img.shields.io/badge/Project-Page-Green'></a> 
  **InstructionGPT-4**: A 200-Instruction Paradigm for Fine-Tuning MiniGPT-4 Lai Wei, Zihao Jiang, Weiran Huang, Lichao Sun, Arxiv, 2023
   
-* <a href='https://openaccess.thecvf.com/content/ICCV2023W/CLVL/papers/Aubakirova_PatFig_Generating_Short_and_Long_Captions_for_Patent_Figures_ICCVW_2023_paper.pdf'><img src='https://img.shields.io/badge/Project-Page-Green'></a> **PatFig**: Generating Short and Long Captions for Patent Figures.", Aubakirova, Dana, Kim Gerdes, and Lufei Liu, ICCVW, 2023
+* <a href='https://github.com/waltonfuture/InstructionGPT-4?tab=readme-ov-file'><img src='https://img.shields.io/badge/Project-Page-Green'></a> **InstructionGPT-4**: Generating Short and Long Captions for Patent Figures.", Aubakirova, Dana, Kim Gerdes, and Lufei Liu, ICCVW, 2023
 
 * <a href='https://openaccess.thecvf.com/content/ICCV2023W/CLVL/papers/Aubakirova_PatFig_Generating_Short_and_Long_Captions_for_Patent_Figures_ICCVW_2023_paper.pdf'><img src='https://img.shields.io/badge/Project-Page-Green'></a> **PatFig**: Generating Short and Long Captions for Patent Figures.", Aubakirova, Dana, Kim Gerdes, and Lufei Liu, ICCVW, 2023