To understand the role of language in learning physics, we will treat it as one possible representation of a physical model. We will then present a theoretical framework that enables us to identify physical models encoded in language. We will present data showing that physicists use linguistic representations to reason productively about physical systems and problems. We will also present a case study and supporting evidence to argue that these linguistic representations are being used and applied by physics students when they reason.