What shapes learner language? Exploring the roles of first language influence and developmental features with a machine learning approach

Prior studies of Second Language Acquisition have identified two forces that shape L2 production: cross-linguistic influence and L2 developmental universals. While past studies have focused on the acquisition of target structures, the distribution of structures in learner language production may sti