diff --git a/content/home/projects.md b/content/home/projects.md
index 53885c5..5407afd 100644
--- a/content/home/projects.md
+++ b/content/home/projects.md
@@ -26,19 +26,20 @@ view = 1
 filter_default = 0
 
 # Add or remove as many filters (`[[filter]]` instances) as you like.
-# Use "*" tag to show all projects or an existing tag prefixed with "." to filter by specific tag.
+# To show all items, set `tag` to "*".
+# To filter by a specific tag, set `tag` to an existing tag name.
 # To remove toolbar, delete/comment all instances of `[[filter]]` below.
 # [[filter]]
 #   name = "All"
 #   tag = "*"
-#  
+#
 # [[filter]]
 #   name = "Deep Learning"
-#   tag = ".deep-learning"
+#   tag = "Deep Learning"
 #
 # [[filter]]
 #   name = "Other"
-#   tag = ".demo"
+#   tag = "Demo"
 
 +++
 
diff --git a/themes/academic b/themes/academic
index 11a5d1b..3b15254 160000
--- a/themes/academic
+++ b/themes/academic
@@ -1 +1 @@
-Subproject commit 11a5d1bf500e45e26a28faf166f7622cc929b052
+Subproject commit 3b15254f18877b0ada69851ef126a4c846fdccb2