Yes, as long as the content you are publishing meets our Appropriate Content Guidelines, we have no further restrictions or requirements with regard to language.
From a technical standpoint, eScholarship supports the Unicode "Basic Multilingual Plane" which enables us to display work in many languages other than English. To ensure your work is optimized for search indexes, see the full list of supported languages at Amazon Web Services (eScholarship's web server hosting platform).