Automated Essay Scoring: A Siamese Bidirectional LSTM Neural Network Architecture

Automated Essay Scoring: A Siamese Bidirectional LSTM Neural Network Architecture

Essay scoring is a critical task in education. Implementing automated essay scoring (AES) helps reduce manual workload and speed up learning feedback. Recently, neural network models have been applied to the task of AES and demonstrates tremendous potential. However, the existing work only considere...

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Bibliographic Details
Main Authors: Guoxi Liang, Byung-Won On, Dongwon Jeong, Hyun-Chul Kim, Gyu Sang Choi
Format: Article
Language:English
Published: MDPI AG 2018-12-01
Series:Symmetry
Subjects:
automated essay scoring (AES)
deep learning
neural network
long short-term memory
essay
rating criteria
Online Access:https://www.mdpi.com/2073-8994/10/12/682

Internet

https://www.mdpi.com/2073-8994/10/12/682

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