Search Results for author: Emma Tseng

Found 1 papers, 0 papers with code

Automated Classification of Written Proficiency Levels on the CEFR-Scale through Complexity Contours and RNNs

no code implementations EACL (BEA) 2021 Elma Kerz, Daniel Wiechmann, Yu Qiao, Emma Tseng, Marcus Ströbel

The key to the present paper is the combined use of what we refer to as ‘complexity contours’, a series of measurements of indices of L2 proficiency obtained by a computational tool that implements a sliding window technique, and recurrent neural network (RNN) classifiers that adequately capture the sequential information in those contours.

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