URL details: anselmrothe.github.io/publication/2018duolingo/
URL title:
Modeling second-language learning from a psychological perspective | Anselm Rothe
URL description:
Abstract Psychological research on learning and memory has tended to emphasize small-scale laboratory studies. However, large datasets of people using educational software provide opportunities to explore these issues from anew perspective. In this paper we describe our approach to the Duolingo Second Language Acquisition Modeling (SLAM) competition which was run in early 2018. We used a well known class of algorithms (gradient boosted decision trees), with features partially informed by theories from the p
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