diff --git a/vim/en.utf-8.add b/vim/en.utf-8.add
index e90ec00..c35d55f 100644
--- a/vim/en.utf-8.add
+++ b/vim/en.utf-8.add
@@ -21,3 +21,7 @@ Jazlyn
 Hyperparameters
 Kulyukin
 ConvNets
+SOFTMAX
+hyperparameters
+hyperparameter
+subband
diff --git a/vim/en.utf-8.add.spl b/vim/en.utf-8.add.spl
index d87bbce..943e0d7 100644
Binary files a/vim/en.utf-8.add.spl and b/vim/en.utf-8.add.spl differ