Before revision:  Detecting these features in text has applications to social science and dialectology, and can be used to assess the robustness of natural language processing systems to dialect differences  .
After revision:  Detecting these features in text has applications to social science and dialectology, and can be used to assess the robustness of natural language processing systems to dialect differences running". In this paper, we introduce the task of dialect feature detection, and present two multitask learning approaches, both based on pretrained transformers .