diff --git a/runtime/syntax/julia.yaml b/runtime/syntax/julia.yaml
index 984a8c19..8ee2439d 100644
--- a/runtime/syntax/julia.yaml
+++ b/runtime/syntax/julia.yaml
@@ -8,13 +8,14 @@ rules:
 
     # built-in objects
     - constant.bool: "\\b(true|false)\\b"
+    - constant: "\\b(nothing|missing)\\b"
       # built-in attributes
     - constant: "__[A-Za-z0-9_]+__"
       # definitions
     - identifier: "[A-Za-z_][A-Za-z0-9_]*[[:space:]]*[(]"
       # keywords
     - statement: "\\b(baremodule|begin|break|catch|const|continue|do|else|elseif|end|export|finally|for|function|global|if|import|let|local|macro|module|quote|return|struct|try|using|while)\\b"
-    - statement: "\\b(abstract type|primitive type|mutable struct\\b)"
+    - statement: "\\b(abstract\\s+type|primitive\\s+type|mutable\\s+struct)\\b"
       # decorators
     - identifier.macro: "@[A-Za-z0-9_]+"
       # operators
@@ -22,7 +23,7 @@ rules:
       # parentheses
     - symbol.brackets: "([(){}]|\\[|\\])"
       # numbers
-    - constant.number: "\\b([0-9]+(_[0-9]+)*|0x[0-9a-fA-F]+(_[0-9a-fA-F]+)*|0b[01]+(_[01]+)*|0o[0-7]+(_[0-7]+)*)\\b"
+    - constant.number: "\\b([0-9]+(_[0-9]+)*|0x[0-9a-fA-F]+(_[0-9a-fA-F]+)*|0b[01]+(_[01]+)*|0o[0-7]+(_[0-7]+)*|Inf(16|32|64)?|NaN(16|32|64)?)\\b"
 
     - constant.string: "\"(\\\\.|[^\"])*\"|'(\\\\.|[^']){1}'"