Empowering short answer grading: Integrating transformer-based embeddings and BI-LSTM network

WH Gomaa, AE Nagib, MM Saeed, A Algarni… - Big Data and Cognitive …, 2023 - mdpi.com
Automated scoring systems have been revolutionized by natural language processing,
enabling the evaluation of students' diverse answers across various academic disciplines …

Automatic Short Answer Scoring on an Indian Dataset Using Transformer-Based Language Models

G Sanuvala, SS Fatima, T Kambhampati… - … on Computer & …, 2023 - Springer
Scoring students' answers has always been a difficult chore that requires a lot of effort from
instructors. The scoring procedure must be quick, and the grades awarded must closely …

Advancements in Arabic Tweets Sarcasm Detection & Sentiment Analysis with Fine-Tuned Models

RR Waly, M Saeed, A Ashraf… - 2024 Intelligent Methods …, 2024 - ieeexplore.ieee.org
This research paper addresses the significant challenge of sarcasm detection and sentiment
analysis within the context of Arabic tweets. It highlights the efficacy of the “AraBert-Arabic …

Transformer Model Fine-Tuning for Indonesian Automated Essay Scoring with Semantic Textual Similarity

AH Nugroho, I Hidayah… - 2022 5th International …, 2022 - ieeexplore.ieee.org
The quality of exam assessment is a very important part of education. Because the
assessment process plays a role in various aspects of education. The results of the …