We say that a graph G is chromatic-choosable when its list chromatic number \(\chi _{\ell }(G)\) is equal to its chromatic number \(\chi (G)\) . Chromatic-choosability is a well-studied topic, and in fact, some of the most famous results and conjectures related to list coloring involve chromatic-choosability. In 2002 Ohba showed that for any graph G there is an \(N \in \mathbb {N}\) such that the join of G and a complete graph on at least N vertices is chromatic-choosable. The Ohba number of G is the smallest such N. In 2014, Noel suggested studying the Ohba number, \(\tau _{0}(a,b)\) , of complete bipartite graphs with partite sets of size a and b. In this paper we improve a 2009 result of Allagan by showing that \(\tau _{0}(2,b) = \lfloor \sqrt{b} \rfloor - 1\) for all \(b \ge 2\) , and we show that for \(a \ge 2\) , \(\tau _{0}(a,b) = \Omega ( \sqrt{b} )\) as \(b \rightarrow \infty \) . We also initiate the study of some relaxed versions of the Ohba number of a graph which we call generalized Ohba numbers. We present some upper and lower bounds of generalized Ohba numbers of complete bipartite graphs while also posing some questions.