We start with reviewing Dworkâs seminal work on a certain $p$-adic hypergeometric function, which has an application to the unit-root $L$-function of the Legendre family of elliptic curves in characteristic $p>2$. Then I would like to overview what can be said about unit-root $L$-function of the family of abelian varieties over a curve, and discuss its potential applications.