A systematic review of automatic question generation for educational purposes

G Kurdi, J Leo, B Parsia, U Sattler… - International Journal of …, 2020 - Springer
While exam-style questions are a fundamental educational tool serving a variety of
purposes, manual construction of questions is a complex process that requires training …

A review on question generation from natural language text

R Zhang, J Guo, L Chen, Y Fan, X Cheng - ACM Transactions on …, 2021 - dl.acm.org
Question generation is an important yet challenging problem in Artificial Intelligence (AI),
which aims to generate natural and relevant questions from various input formats, eg …

Automatic question generation: a review of methodologies, datasets, evaluation metrics, and applications

N Mulla, P Gharpure - Progress in Artificial Intelligence, 2023 - Springer
Question generation in natural language has a wide variety of applications. It can be a
helpful tool for chatbots for generating interesting questions as also for automating the …

Syn-QG: Syntactic and shallow semantic rules for question generation

KD Dhole, CD Manning - arXiv preprint arXiv:2004.08694, 2020 - arxiv.org
Question Generation (QG) is fundamentally a simple syntactic transformation; however,
many aspects of semantics influence what questions are good to form. We implement this …

Multiple choice question generation utilizing an ontology

K Stasaski, MA Hearst - Proceedings of the 12th Workshop on …, 2017 - aclanthology.org
Ontologies provide a structured representation of concepts and the relationships which
connect them. This work investigates how a pre-existing educational Biology ontology can …

A semantic role-based approach to open-domain automatic question generation

M Flor, B Riordan - Proceedings of the thirteenth workshop on …, 2018 - aclanthology.org
We present a novel rule-based system for automatic generation of factual questions from
sentences, using semantic role labeling (SRL) as the main form of text analysis. The system …

Visual question generation: The state of the art

C Patil, M Patwardhan - ACM Computing Surveys (CSUR), 2020 - dl.acm.org
Visual question generation (VQG) is an interesting problem that has recently received
attention. The task of VQG involves generating meaningful questions based on the input …

Automatic question generation based on sentence structure analysis using machine learning approach

M Blšták, V Rozinajová - Natural Language Engineering, 2022 - cambridge.org
Automatic question generation is one of the most challenging tasks of Natural Language
Processing. It requires “bidirectional” language processing: first, the system has to …

I do not understand what i cannot define: Automatic question generation with pedagogically-driven content selection

T Steuer, A Filighera, T Meuser, C Rensing - arXiv preprint arXiv …, 2021 - arxiv.org
Most learners fail to develop deep text comprehension when reading textbooks passively.
Posing questions about what learners have read is a well-established way of fostering their …

Automatic generation of short-answer questions in reading comprehension using NLP and KNN

LS Riza, Y Firdaus, RA Sukamto, Wahyudin… - Multimedia Tools and …, 2023 - Springer
In general, making evaluations requires a lot of time, especially in thinking about the
questions and answers. Therefore, research on automatic question generation is carried out …