REPROLANG 2020: Automatic Proficiency Scoring of Czech, English, German, Italian, and Spanish Learner Essays

LREC 2020 Andrew CainesPaula Buttery

We report on our attempts to reproduce the work described in Vajjala {\&} Rama 2018, {`}Experiments with universal CEFR classification{'}, as part of REPROLANG 2020: this involves featured-based and neural approaches to essay scoring in Czech, German and Italian. Our results are broadly in line with those from the original paper, with some differences due to the stochastic nature of machine learning and programming language used... (read more)

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