A Trait-based Deep Learning Automated Essay Scoring System with Adaptive Feedback
نویسندگان
چکیده
منابع مشابه
Automated Essay Scoring Using Machine Learning
We built an automated essay scoring system to score approximately 13,000 essay from an online Machine Learning competition Kaggle.com. There are 8 different essay topics and as such, the essays were divided into 8 sets which differed significantly in their responses to the our features and evaluation. Our focus for this essay grading was the style of the essay, which is an extension on the stud...
متن کاملBeyond Automated Essay Scoring
The ability to communicate in natural language has long been considered a defining characteristic of human intelligence. Furthermore, we hold our ability to express ideas in writing as a pinnacle of this uniquely human language facility—it defies formulaic or algorithmic specification. So it comes as no surprise that attempts to devise computer programs that evaluate writing are often met with ...
متن کاملAutomated Essay Scoring with the E-rater System
This paper provides an overview of e-rater®, a state-of-the-art automated essay scoring system developed at the Educational Testing Service (ETS). E-rater is used as part of the operational scoring of two high-stakes graduate admissions programs: the GRE® General Test and the TOEFL iBT® assessments. E-rater is also used to provide score reporting and diagnostic feedback in Criterion SM , ETS’s ...
متن کاملAutomated Essay Scoring for Swedish
We present the first system developed for automated grading of high school essays written in Swedish. The system uses standard text quality indicators and is able to compare vocabulary and grammar to large reference corpora of blog posts and newspaper articles. The system is evaluated on a corpus of 1 702 essays, each graded independently by the student’s own teacher and also in a blind re-grad...
متن کاملSCESS: a WFSA-based automated simplified chinese essay scoring system with incremental latent semantic analysis
Writing in language tests is regarded as an important indicator for assessing language skills of test takers. As Chinese language tests become popular, scoring a large number of essays becomes a heavy and expensive task for the organizers of these tests. In the past several years, some efforts have been made to develop automated simplified Chinese essay scoring systems, reducing both costs and ...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
ژورنال
عنوان ژورنال: International Journal of Advanced Computer Science and Applications
سال: 2020
ISSN: 2156-5570,2158-107X
DOI: 10.14569/ijacsa.2020.0110538