diff --git a/paper/paper.md b/paper/paper.md
index 0c937b9..f8d25ef 100644
--- a/paper/paper.md
+++ b/paper/paper.md
@@ -101,7 +101,7 @@ This addresses a critical gap left by existing frameworks, which are predominant
 
 `DeepRiver`[@githubGitHubOnlinemldeepriver] enables the usage of deep learning models for data streams.
 This means that deep learning models need to adapt to changes within the evolving data stream [@bayram2022concept;@lu2018learning] i.ex. the number of classes might change over time.
-In addition to the integration of PyTorch[@paszke2017automatic] into River[@montiel2021river], this package offers additional data stream specific functionalities such as class incremental learning or specific optimizers for data streams.
+In addition to the integration of PyTorch[@paszke2017automatic] into `River`[@montiel2021river], this package offers additional data stream specific functionalities such as class incremental learning or specific optimizers for data streams.
 
 ## Compatibility