diff --git a/_viash.yaml b/_viash.yaml
index e4150ea7..eee2784c 100644
--- a/_viash.yaml
+++ b/_viash.yaml
@@ -20,7 +20,7 @@ description: |
   These batch integration methods must remove the batch effect while not removing relevant biological information.
   Currently, over 200 tools exist that aim to remove batch effects scRNA-seq datasets [@zappia2018exploring].
   These methods balance the removal of batch effects with the conservation of nuanced biological information in different ways.
-  This abundance of tools has complicated batch integration method choice, leading to several benchmarks on this topic [@luecken2020benchmarking; @tran2020benchmark; @chazarragil2021flexible; @mereu2020benchmarking].
+  This abundance of tools has complicated batch integration method choice, leading to several benchmarks on this topic [@luecken2022benchmarking; @tran2020benchmark; @chazarragil2021flexible; @mereu2020benchmarking].
   Yet, benchmarks use different metrics, method implementations and datasets. Here we build a living benchmarking task for batch integration methods with the vision of improving the consistency of method evaluation.
 
   In this task we evaluate batch integration methods on their ability to remove batch effects in the data while conserving variation attributed to biological effects.