The advantages offered by natural language processing (NLP) and machine learning enable students to receive automated feedback on their argumentation skills, independent of educator, time, location. Although there is a growing amount literature formative feedback, empirical evidence the effects adaptive mechanisms novel NLP approaches enhance argumentative writing remains scarce. To help fill t...