Corpus ID: 202712683

Language models and Automated Essay Scoring

@article{Rodriguez2019LanguageMA,
  title={Language models and Automated Essay Scoring},
  author={P. Rodriguez and A. Jafari and Christopher M. Ormerod},
  journal={ArXiv},
  year={2019},
  volume={abs/1909.09482}
}

P. Rodriguez, A. Jafari, Christopher M. Ormerod

Published 2019

Computer Science, Mathematics

ArXiv

In this paper, we present a new comparative study on automatic essay scoring (AES. [...] Key Method We elucidate the network architectures of BERT and XLNet using clear notation and diagrams and explain the advantages of transformer architectures over traditional recurrent neural network architectures. Linear algebra notation is used to clarify the functions of transformers and attention mechanisms. We compare the results with more traditional methods, such as bag of words (BOW) and long short term memory…Expand Abstract

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