Automatic multiple choice question generation from text: A survey

DR Ch, SK Saha - IEEE Transactions on Learning …, 2018 - ieeexplore.ieee.org
Automatic multiple choice question (MCQ) generation from a text is a popular research area.
MCQs are widely accepted for large-scale assessment in various domains and applications …

[PDF][PDF] Automatic gap-fill question generation from text books

M Agarwal, P Mannem - Proceedings of the sixth workshop on …, 2011 - aclanthology.org
In this paper, we present an automatic question generation system that can generate gap-fill
questions for content in a document. Gap-fill questions are fill-in-the-blank questions with …

Ontology-based generation of medical, multi-term MCQs

J Leo, G Kurdi, N Matentzoglu, B Parsia… - International Journal of …, 2019 - Springer
Designing good multiple choice questions (MCQs) for education and assessment is time
consuming and error-prone. An abundance of structured and semi-structured data has led to …

A comprehensive review on MCQ generation from text

VR Madri, S Meruva - Multimedia Tools and Applications, 2023 - Springer
While to save time, effort, and money by making and generating standard multiple choice
questions and generation through text is important and it is the current necessity for all …

Ontology-based multiple choice question generation

T Alsubait, B Parsia, U Sattler - KI-Künstliche Intelligenz, 2016 - Springer
Multiple choice questions (MCQs) are considered highly useful (being easy to take or mark)
but quite difficult to create and large numbers are needed to form valid exams and …

A novel approach to generate distractors for multiple choice questions

AP Kumar, A Nayak, M Shenoy, S Goyal - Expert Systems with …, 2023 - Elsevier
Abstract Multiple Choice Questions (MCQs) have been predominantly used as an
assessment tool in the educational domain. The MCQ comprises a question called 'Stem' …

Generation of multiple-choice questions from textbook contents of school-level subjects

DR Ch, SK Saha - IEEE Transactions on Learning …, 2022 - ieeexplore.ieee.org
Multiple-choice question (MCQ) plays a significant role in educational assessment.
Automatic MCQ generation has been an active research area for years, and many systems …

BERT-based distractor generation for Swedish reading comprehension questions using a small-scale dataset

D Kalpakchi, J Boye - arXiv preprint arXiv:2108.03973, 2021 - arxiv.org
An important part when constructing multiple-choice questions (MCQs) for reading
comprehension assessment are the distractors, the incorrect but preferably plausible answer …

Automatic generation of multiple choice questions using dependency-based semantic relations

N Afzal, R Mitkov - Soft Computing, 2014 - Springer
In this paper, we present an unsupervised dependency-based approach to extract semantic
relations to be applied in the context of automatic generation of multiple choice questions …

Distractor generation for chinese fill-in-the-blank items

S Jiang, JSY Lee - Proceedings of the 12th Workshop on …, 2017 - aclanthology.org
This paper reports the first study on automatic generation of distractors for fill-in-the-blank
items for learning Chinese vocabulary. We investigate the quality of distractors generated by …