Statistical learning, the ability to extract regularities from input (e.g., in language), is likely supported by learners' prior expectations about how component units co-occur. In this study, we investigated how adults' prior experience with sublexical regularities in their native language influences performance on an empirical language learning…

Second language learners reach expert levels in relative cue weighting only gradually. On the basis of ensemble machine learning models fit to naturalistic written productions of German advanced learners of English and expert writers, we set out to reverse engineer differences in the weighting of multiple cues in a clause linearization problem. We…

This article represents the first attempt to formulate a hypothetical sequence for German case acquisition by Dutch-speaking learners on the basis of Processability Theory (PT). It will be argued that case forms emerge corresponding to a development from lexical over phrasal to interphrasal morphemes. This development, however, is subject to a…