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Feature selection for automated speech scoring
Proceedings of the Tenth Workshop on Innovative Use of NLP for Building Educational Applications, 2015Automated scoring systems used for the evaluation of spoken or written responses in language assessments need to balance good empirical performance with the interpretability of the scoring models. We compare several methods of feature selection for such scoring systems and show that the use of shrinkage methods such as Lasso regression makes it ...
Anastassia Loukina +3 more
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Deep Learning in Automated Essay Scoring
2018This paper explores the application of deep learning in automated essay scoring (AES). It uses the essay dataset #8 from the Automated Student Assessment Prize competition, hosted by the Kaggle platform, and a state-of-the-art Suite of Automatic Linguistic Analysis Tools (SALAT) to extract 1,463 writing features.
David Boulanger, Vivekanandan Kumar
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A Multilingual Application for Automated Essay Scoring
2008In this paper, we present a text evaluation system for students to improve Basque or Spanish writing skills. The system uses Natural Language Processing techniques to evaluate essays by detecting specific measures. The application uses a client-server architecture and both the interface and the application itself are multilingual.
Daniel Castro-Castro +6 more
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2015
The impacts of computers on writing have been widely studied for three decades. Even basic computers functions, i.e. word processing, have been of great assistance to writers in modifying their essays. The research on Automated Essay Scoring (AES) has revealed that computers have the capacity to function as a more effective cognitive tool (Attali, 2004)
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The impacts of computers on writing have been widely studied for three decades. Even basic computers functions, i.e. word processing, have been of great assistance to writers in modifying their essays. The research on Automated Essay Scoring (AES) has revealed that computers have the capacity to function as a more effective cognitive tool (Attali, 2004)
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Automated essay scoring: A review of the field
2021 International Conference on Computer, Information and Telecommunication Systems (CITS), 2021Paraskevas Lagakis +1 more
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