A comparative study of AI-generated (GPT-4) and human-crafted MCQs in programming education
J Doughty, Z Wan, A Bompelli, J Qayum… - Proceedings of the 26th …, 2024 - dl.acm.org
There is a constant need for educators to develop and maintain effective up-to-date
assessments. While there is a growing body of research in computing education on utilizing …
assessments. While there is a growing body of research in computing education on utilizing …
Scalable educational question generation with pre-trained language models
S Bulathwela, H Muse, E Yilmaz - International Conference on Artificial …, 2023 - Springer
The automatic generation of educational questions will play a key role in scaling online
education, enabling self-assessment at scale when a global population is manoeuvring their …
education, enabling self-assessment at scale when a global population is manoeuvring their …
Pre-training with scientific text improves educational question generation (student abstract)
H Muse, S Bulathwela, E Yilmaz - … of the AAAI Conference on Artificial …, 2023 - ojs.aaai.org
With the boom of digital educational materials and scalable e-learning systems, the potential
for realising AI-assisted personalised learning has skyrocketed. In this landscape, the …
for realising AI-assisted personalised learning has skyrocketed. In this landscape, the …
[HTML][HTML] Can large language models meet the challenge of generating school-level questions?
In the realm of education, crafting appropriate questions for examinations is a meticulous
and time-consuming task that is crucial for assessing students' understanding of the subject …
and time-consuming task that is crucial for assessing students' understanding of the subject …
Adaptive Question–Answer Generation with Difficulty Control Using Item Response Theory and Pre-trained Transformer Models
Y Tomikawa, A Suzuki, M Uto - IEEE Transactions on Learning …, 2024 - ieeexplore.ieee.org
The automatic generation of reading comprehension questions, referred to as question
generation (QG), is attracting attention in the field of education. To achieve efficient …
generation (QG), is attracting attention in the field of education. To achieve efficient …
[PDF][PDF] Generating Multiple Choice Questions from a Textbook: LLMs Match Human Performance on Most Metrics.
AM Olney - LLM@ AIED, 2023 - ceur-ws.org
Multiple choice questions are traditionally expensive to produce. Recent advances in large
language models (LLMs) have led to fine-tuned LLMs that generate questions competitive …
language models (LLMs) have led to fine-tuned LLMs that generate questions competitive …
Towards Human-Like Educational Question Generation with Small Language Models
With the advent of Generative AI models, the automatic generation of educational questions
plays a key role in developing online education. This work compares large-language model …
plays a key role in developing online education. This work compares large-language model …
UniPoll: A Unified Social Media Poll Generation Framework via Multiobjective Optimization
Social media platforms are vital for expressing opinions and understanding public
sentiment, yet many analytical tools overlook passive users who mainly consume content …
sentiment, yet many analytical tools overlook passive users who mainly consume content …
[PDF][PDF] Towards AI-assisted multiple choice question generation and quality evaluation at scale: Aligning with Bloom's Taxonomy
Abstract In educational assessment, Multiple Choice Questions (MCQs) are frequently used
due to their efficiency in grading and providing feedback. However, manual MCQ generation …
due to their efficiency in grading and providing feedback. However, manual MCQ generation …
A Novel Multi-Stage Prompting Approach for Language Agnostic MCQ Generation Using GPT
We introduce a multi-stage prompting approach (MSP) for the generation of multiple choice
questions (MCQs), harnessing the capabilities of GPT models such as text-davinci-003 and …
questions (MCQs), harnessing the capabilities of GPT models such as text-davinci-003 and …