Empowering Short Answer Grading: Integrating Transformer-Based Embeddings and BI-LSTM Network

Automated scoring systems have been revolutionized by natural language processing, enabling the evaluation of students’ diverse answers across various academic disciplines. However, this presents a challenge as students’ responses may vary significantly in terms of length, structure, and content. To...

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Bibliographic Details
Main Authors: Wael H. Gomaa, Abdelrahman E. Nagib, Mostafa M. Saeed, Abdulmohsen Algarni, Emad Nabil
Format: Article
Language:English
Published: MDPI AG 2023-06-01
Series:Big Data and Cognitive Computing
Subjects:
Online Access:https://www.mdpi.com/2504-2289/7/3/122