Yes:
Doing a parent menu with a "Link menu" + empty URL is the cause
Doing a parent menu with a "Page menu" => solves the problem
[But.... I initially didn't want the parent menu to be a "Page menu" because I wanted a parent menu with no link when you click on it => I wanted that only submenus have links]