This document summarizes three statistical models for query translation: a co-occurrence model, a graphic model view, and a noun phrase translation model. The co-occurrence model uses words as the translation unit and selects translations based on word co-occurrence. The graphic model views translation as an undirected graph and makes independence assumptions to simplify computations. The noun phrase model translates queries at the noun phrase level using translation templates extracted from aligned text corpora.