A systematic review of automatic question generation for educational purposes
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 …
purposes, manual construction of questions is a complex process that requires training …
Mining big data in education: Affordances and challenges
The emergence of big data in educational contexts has led to new data-driven approaches
to support informed decision making and efforts to improve educational effectiveness. Digital …
to support informed decision making and efforts to improve educational effectiveness. Digital …
Personalized education in the artificial intelligence era: what to expect next
The objective of personalized learning is to design an effective knowledge acquisition track
that matches the learner's strengths and bypasses his/her weaknesses to ultimately meet …
that matches the learner's strengths and bypasses his/her weaknesses to ultimately meet …
[HTML][HTML] End-to-end generation of multiple-choice questions using text-to-text transfer transformer models
R Rodriguez-Torrealba, E Garcia-Lopez… - Expert Systems with …, 2022 - Elsevier
The increasing worldwide adoption of e-learning tools and widespread increase of online
education has brought multiple challenges, including the ability of generating assessments …
education has brought multiple challenges, including the ability of generating assessments …
A review on question generation from natural language text
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 …
which aims to generate natural and relevant questions from various input formats, eg …
Cycle-consistency for robust visual question answering
Despite significant progress in Visual Question Answer-ing over the years, robustness of
today's VQA models leave much to be desired. We introduce a new evaluation protocol and …
today's VQA models leave much to be desired. We introduce a new evaluation protocol and …
Towards human-like educational question generation with large language models
Z Wang, J Valdez, D Basu Mallick… - … conference on artificial …, 2022 - Springer
We investigate the utility of large pretrained language models (PLMs) for automatic
educational assessment question generation. While PLMs have shown increasing promise …
educational assessment question generation. While PLMs have shown increasing promise …
ReadingQuizMaker: a human-NLP collaborative system that supports instructors to design high-quality reading quiz questions
Despite that reading assignments are prevalent, methods to encourage students to actively
read are limited. We propose a system ReadingQuizMaker that supports instructors to …
read are limited. We propose a system ReadingQuizMaker that supports instructors to …
Recent advances in neural question generation
Emerging research in Neural Question Generation (NQG) has started to integrate a larger
variety of inputs, and generating questions requiring higher levels of cognition. These trends …
variety of inputs, and generating questions requiring higher levels of cognition. These trends …
Quiz maker: Automatic quiz generation from text using NLP
In the past few years, there has been great technological advancement in the field of deep
learning and natural language processing. One of the applications is automatic generation …
learning and natural language processing. One of the applications is automatic generation …