diff --git a/README.md b/README.md
index 2216418..80389b0 100644
--- a/README.md
+++ b/README.md
@@ -14,9 +14,9 @@ pip install git+https://github.com/wassname/prob_jsonformer.git
 | :----------------------- | ----------: | -------: |
 | method0: sampling        |    -3.09214 |  48.5044 |
 | method1: hindsight       |    -3.09214 | 0.683987 |
-| method3: generation tree |    -3.09216 | 0.075112 |
+| method3: generation tree |   ** -3.09216 **| **0.075112 **|
 
-KL_div_loss is the KL divergence between the true distribution and the generated distribution. Lower is better as it indicated a faithful sampling of the distribution. Time is in seconds.
+KL_div_loss is the KL divergence between the true distribution and the generated distribution. Lower is better as it indicates a faithful sampling of the distribution. Time is in seconds.
 
 
 ## Example