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Automatic question-answer pairs generation using pre-trained large language models in higher education

The process of manually generating question and answer (QA) pairs for assessments is known to be a time-consuming and energy-intensive task for teachers, specifically in higher education. Several studies have proposed various methods utilising pre-trained large language models for the generation of...

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Principais autores: Jintao Ling, Muhammad Afzaal
Format: Artigo
Sprog:Inglês
Udgivet: Elsevier 2024-06-01
Serier:Computers and Education: Artificial Intelligence
Fag:
Pre-trained language model
Question-answer pairs generation
Higher education
Automatic evaluation
Real-educational evaluation
Online adgang:http://www.sciencedirect.com/science/article/pii/S2666920X24000559
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