Setting language of Facebook like button doesn't work

I’m trying to use this plugin, which looks great btw, and when I set the language of the Facebook like button to “it_IT”, the button on my website still says “Like”. Am I doing something wrong?

https://wordpress.org/plugins/wp-socializer/