diff --git a/README.md b/README.md
index 338b42c..3ee3fda 100644
--- a/README.md
+++ b/README.md
@@ -5,8 +5,7 @@ A package for performing shear wave splitting in an automated manner. Based on t
 ## To cite:
 
 If you find this package useful, please do consider citing it. The appropriate work to cite is a manuscript currently in review:
-Hudson, T.S., Asplet, J., Walker, A.M.. (in review) "Automated shear-wave splitting analysis for single- and multi- layer anisotropic media". Seismica.
-
+Hudson, T.S., Asplet, J., Walker, A.M.. (2023) "Automated shear-wave splitting analysis for single- and multi- layer anisotropic media". Seismica.
 
 ## Documentation:
 
@@ -14,4 +13,4 @@ Full documentation for the package is available [here](https://swspy.readthedocs
 
 ## Examples:
 
-Various example notebooks can be found in the examples directory, including the examples contained in the paper: Hudson et al. (in review), Seismica.
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+Various example notebooks can be found in the examples directory, including the examples contained in the paper: [Hudson et al. (2023), Seismica.](https://seismica.library.mcgill.ca/article/view/1031).