The Language Technology group of OFAI organizes the First Workshop on Modelling of Dialects and Language Varieties, to be held in conjunction with the 2011 Conference on Empirical Methods in Natural Language Processing (EMNLP) in Edinburgh, UK on July 31, 2011.