The Machine Translation Marathon 2010, organised by the National Centre for Language Technology and the Centre for Next Generation Localisation at Dublin City University on behalf of the EuroMatrixPlus Consortium, is the fourth in a series of MT Marathons organised by the EU EuroMatrix and EuroMatrixPlus research projects on Machine Translation. The EuroMatrixPlus consortium invites researchers, developers, students, and users of machine translation for participation.