Getting the name of a tag
What @Clive said is the right answer as far as core goes. You have to make another request.

There are some contrib projects that provide more flexible interfaces. One of them is https://www.drupal.org/project/graphql, which allows you to execute a query and specify what data you want to have shown. I believe it's still fairly experimental though.