Automated essay scoring with SBERT embeddings and LSTM-Attention networks

Automated essay scoring (AES) is essential in the field of educational technology, providing rapid and accurate evaluations of student writing. This study presents an innovative AES method that integrates Sentence-BERT (SBERT) with Long Short-Term Memory (LSTM) networks and attention mechanisms to i...

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Bibliographic Details
Main Author: Yuzhe Nie
Format: Article
Language:English
Published: PeerJ Inc. 2025-02-01
Series:PeerJ Computer Science
Subjects:
Online Access:https://peerj.com/articles/cs-2634.pdf
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