SubmissionNumber#=%=#16 FinalPaperTitle#=%=#Highly Granular Dialect Normalization and Phonological Dialect Translation for Limburgish ShortPaperTitle#=%=# NumberOfPages#=%=#11 CopyrightSigned#=%=# JobTitle#==# Organization#==# Abstract#==#We study highly granular dialect normalization and phonological dialect translation on Limburgish, a non-standardized low-resource language with a wide variation in spelling conventions and phonology. We find improvements to the traditional transformer by embedding the geographic coordinates of dialects in dialect normalization tasks and use these geographically-embedded transformers to translate words between the phonologies of different dialects. These results are found to be consistent with notions in traditional Limburgish dialectology. Author{1}{Firstname}#=%=#Andreas Author{1}{Lastname}#=%=#Simons Author{1}{Username}#=%=#andreasjcs Author{1}{Email}#=%=#andreasjcsimons@gmail.com Author{1}{Affiliation}#=%=#KU Leuven Author{2}{Firstname}#=%=#Stefano Author{2}{Lastname}#=%=#De Pascale Author{2}{Email}#=%=#stefano.depascale@kuleuven.be Author{2}{Affiliation}#=%=#KU Leuven Author{3}{Firstname}#=%=#Karlien Author{3}{Lastname}#=%=#Franco Author{3}{Username}#=%=#karlien.franco Author{3}{Email}#=%=#karlien.franco@kuleuven.be Author{3}{Affiliation}#=%=#KU Leuven ========== èéáğö