The article specifically mentions the need for users to re-enter their username and password as a downside of short-lived sessions, so I think the author's definition of "session" extends as long as the refresh token lasts.
I think that most of the non-short-session examples — Google, Microsoft, GitHub, etc — are using an access token + refresh token pattern.