diff --git a/docs/_docs/31-seq2seq-minimal-start.md b/docs/_docs/31-seq2seq-minimal-start.md
index eb2c0959..b080b826 100644
--- a/docs/_docs/31-seq2seq-minimal-start.md
+++ b/docs/_docs/31-seq2seq-minimal-start.md
@@ -2,7 +2,7 @@
 title: Seq2Seq Minimal Start
 permalink: /docs/seq2seq-minimal-start/
 excerpt: "Minimal start for Seq2Seq."
-last_modified_at: 2020/07/23 23:54:29
+last_modified_at: 2020/08/05 21:34:49
 ---
 
 ## Generic Encoder-Decoder minimal start
@@ -220,4 +220,8 @@ for en, de in zip(src, predictions):
     print(de)
     print()
 
-```
\ No newline at end of file
+```
+
+## Guides
+
+- [BART for Paraphrasing with Simple Transformers](https://towardsdatascience.com/bart-for-paraphrasing-with-simple-transformers-7c9ea3dfdd8c?source=friends_link&sk=07420669325ac550f86b86bad362633c)
diff --git a/examples/seq2seq/paraphrasing/readme.md b/examples/seq2seq/paraphrasing/readme.md
index 922df53a..17d501c4 100644
--- a/examples/seq2seq/paraphrasing/readme.md
+++ b/examples/seq2seq/paraphrasing/readme.md
@@ -1 +1 @@
-Code for the Medium Article here.
\ No newline at end of file
+Code for the Medium Article [here](https://towardsdatascience.com/bart-for-paraphrasing-with-simple-transformers-7c9ea3dfdd8c?source=friends_link&sk=07420669325ac550f86b86bad362633c).
\ No newline at end of file