I have updated my brief survey article in the EVOL ANR encyclopedia on $\Phi$ entropy and $\Phi$ Sobolev inequalities.
2025-01-25 update : unfortunately, the encyclopedia has gone, few years ago, but there is now a revival of this article on this blog here!