diff --git a/README.Rmd b/README.Rmd
index f56bf004..d5690d4b 100644
--- a/README.Rmd
+++ b/README.Rmd
@@ -62,7 +62,7 @@ Through **flaiR**, R users can easily utilize and combine various word embedding
 
 - [Working Various Embedding Framework in R](https://davidycliao.github.io/flaiR/articles/tutorial.html#embedding)
 
-- [Beyond the 'à la carte' Embeddings Regression](https://davidycliao.github.io/flaiR/articles/tutorial.html#embedding)
+- [Beyond the 'à la carte' Embeddings Regression](https://davidycliao.github.io/flaiR/articles/tutorial.html#extending-contexts-embedding-regression)
 
 - [Finetune Transformers in R](https://davidycliao.github.io/flaiR/articles/tutorial.html#finetune-transformers)
 
diff --git a/README.md b/README.md
index 931086a5..672353c0 100644
--- a/README.md
+++ b/README.md
@@ -52,7 +52,7 @@ environment.
   R](https://davidycliao.github.io/flaiR/articles/tutorial.html#embedding)
 
 - [Beyond the ‘à la carte’ Embeddings
-  Regression](https://davidycliao.github.io/flaiR/articles/tutorial.html#embedding)
+  Regression](https://davidycliao.github.io/flaiR/articles/tutorial.html#extending-contexts-embedding-regression)
 
 - [Finetune Transformers in
   R](https://davidycliao.github.io/flaiR/articles/tutorial.html#finetune-transformers)