diff --git a/docs/samplers.md b/docs/samplers.md
index 4ad9ecde..d1b4393b 100644
--- a/docs/samplers.md
+++ b/docs/samplers.md
@@ -1,5 +1,5 @@
 # Samplers
-Samplers are just extensions of the torch.utils.data.Sampler class, i.e. they are passed to a PyTorch Dataloader (specifically as _sampler_ argument, unless otherwise mentioned). 
+Samplers are just extensions of the torch.utils.data.Sampler class, i.e. they are passed to a PyTorch Dataloader (specifically as the `sampler` argument, unless otherwise mentioned). 
 The purpose of samplers is to determine how batches should be formed. This is also where any offline pair or triplet miners should exist.