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 …
helpful tool for chatbots for generating interesting questions as also for automating the …
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 …
Just ask: Learning to answer questions from millions of narrated videos
Recent methods for visual question answering rely on large-scale annotated datasets.
Manual annotation of questions and answers for videos, however, is tedious, expensive and …
Manual annotation of questions and answers for videos, however, is tedious, expensive and …
Scanqa: 3d question answering for spatial scene understanding
We propose a new 3D spatial understanding task of 3D Question Answering (3D-QA). In the
3D-QA task, models receive visual information from the entire 3D scene of the rich RGB-D …
3D-QA task, models receive visual information from the entire 3D scene of the rich RGB-D …
[HTML][HTML] Analysis of llms for educational question classification and generation
S Al Faraby, A Romadhony - Computers and Education: Artificial …, 2024 - Elsevier
Large language models (LLMs) like ChatGPT have shown promise in generating
educational content, including questions. This study evaluates the effectiveness of LLMs in …
educational content, including questions. This study evaluates the effectiveness of LLMs in …
Generative language models for paragraph-level question generation
A Ushio, F Alva-Manchego… - arXiv preprint arXiv …, 2022 - arxiv.org
Powerful generative models have led to recent progress in question generation (QG).
However, it is difficult to measure advances in QG research since there are no standardized …
However, it is difficult to measure advances in QG research since there are no standardized …
Expert-authored and machine-generated short-answer questions for assessing students learning performance
Human-guided machine learning can improve computing intelligence, and it can accurately
assist humans in various tasks. In education research, artificial intelligence (AI) is applicable …
assist humans in various tasks. In education research, artificial intelligence (AI) is applicable …
Mixqg: Neural question generation with mixed answer types
Asking good questions is an essential ability for both human and machine intelligence.
However, existing neural question generation approaches mainly focus on the short factoid …
However, existing neural question generation approaches mainly focus on the short factoid …
Learning to answer visual questions from web videos
Recent methods for visual question answering rely on large-scale annotated datasets.
Manual annotation of questions and answers for videos, however, is tedious, expensive and …
Manual annotation of questions and answers for videos, however, is tedious, expensive and …
Educational question generation of children storybooks via question type distribution learning and event-centric summarization
Generating educational questions of fairytales or storybooks is vital for improving children's
literacy ability. However, it is challenging to generate questions that capture the interesting …
literacy ability. However, it is challenging to generate questions that capture the interesting …