diff --git a/README.md b/README.md
index 034bc0a..ae879aa 100644
--- a/README.md
+++ b/README.md
@@ -18,8 +18,13 @@ invoices as well as both [SQuAD2.0](https://huggingface.co/datasets/squad_v2) an
 Unlike other QA models, which can only extract consecutive tokens (because they predict the start and end of a sequence), this model can predict longer-range, non-consecutive sequences with an additional
 classifier head. For example, QA models often encounter this failure mode:
 
+### Before
+
 ![Broken Address](./before.png)
 
+
+### After
+
 However this model is able to predict non-consecutive tokens and therefore the address correctly:
 
 ![Two-line Address](./after.png)