Update docs/src/use_in_ad_system.md

Co-authored-by: Nick Robinson <npr251@gmail.com>

docs/src/use_in_ad_system.md

@@ -8,7 +8,7 @@ to avoid having to code all your own AD primitives / custom sensitives.
 There are 3 main ways to access ChainRules rule sets in your AutoDiff system.
 
 1. [Operator Overloading Generation](https://juliadiff.org/ChainRulesOverloadGeneration.jl/stable)
-    - using [ChainRulesOverloadGenerration.jl](https://github.com/JuliaDiff/ChainRulesOverloadGeneration.jl/)
+    - Use [ChainRulesOverloadGeneration.jl](https://github.com/JuliaDiff/ChainRulesOverloadGeneration.jl/).
     - This is primarily intended for operator overloading based AD systems which will generate overloads for primal functions based for their overloaded types based on the existence of an `rrule`/`frule`.
     - A source code generation based AD can also use this by overloading their transform generating function directly so as not to recursively generate a transform but to just return the rule.
     - This does not play nice with Revise.jl, adding or modifying rules in loaded files will not be reflected until a manual refresh, and deleting rules will not be reflected at all.