diff --git a/README.md b/README.md
index a74dea0..0a13cc4 100644
--- a/README.md
+++ b/README.md
@@ -25,7 +25,7 @@ https://deepmind.com/research/publications/
 ## Projects
 
 *   [Better, Faster Fermionic Neural Networks](kfac_ferminet_alpha) (KFAC implementation)
-*   [Object-based attention for spatio-temporal reasoning](object_attenion_for_reasoning)
+*   [Object-based attention for spatio-temporal reasoning](object_attention_for_reasoning)
 *   [Effective gene expression prediction from sequence by integrating long-range interactions](enformer)
 *   [Satore: First-order logic saturation with atom rewriting](satore)
 *   [Characterizing signal propagation to close the performance gap in unnormalized ResNets](nfnets), ICLR 2021