Enhancing the Learning Experience: Using Vision-Language Models to Generate Questions for Educational Videos

Enhancing the Learning Experience: Using Vision-Language Models to Generate Questions for Educational Videos

3 May 2025

Markos Stamatakis

Christian Wartena

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Papers citing "Enhancing the Learning Experience: Using Vision-Language Models to Generate Questions for Educational Videos"

17 / 17 papers shown

Title
Multiple-Choice Question Generation Using Large Language Models: Methodology and Educator Insights Giorgio Biancini Alessio Ferrato Carla Limongelli AI4Ed ELM 113 14 0 05 Jun 2025
A Novel Approach to Scalable and Automatic Topic-Controlled Question Generation in Education Ziqing Li Mutlu Cukurova Sahan Bulathwela 89 3 0 10 Jan 2025
MCQG-SRefine: Multiple Choice Question Generation and Evaluation with Iterative Self-Critique, Correction, and Comparison Feedback Zonghai Yao Aditya Parashar Huixue Zhou Won Seok Jang Feiyun Ouyang Zhichao Yang Hong-ye Yu ELM 112 2 0 17 Oct 2024
Valley: Video Assistant with Large Language model Enhanced abilitY Ruipu Luo Ziwang Zhao Min Yang Junwei Dong Da Li Pengcheng Lu Tao Wang Linmei Hu Ming-Hui Qiu MLLM 123 209 0 12 Jun 2023
Visual Instruction Tuning Haotian Liu Chunyuan Li Qingyang Wu Yong Jae Lee SyDa VLM MLLM 571 4,925 0 17 Apr 2023
GPT-4 Technical Report OpenAI OpenAI OpenAI Josh Achiam Steven Adler Sandhini Agarwal Lama Ahmad ... Shengjia Zhao Tianhao Zheng Juntang Zhuang William Zhuk Barret Zoph LLMAG MLLM 1.5K 14,761 0 15 Mar 2023
BLIP-2: Bootstrapping Language-Image Pre-training with Frozen Image Encoders and Large Language Models Junnan Li Dongxu Li Silvio Savarese Steven C. H. Hoi VLM MLLM 432 4,656 0 30 Jan 2023
EduQG: A Multi-format Multiple Choice Dataset for the Educational Domain Amir Hadifar Semere Kiros Bitew Johannes Deleu Chris Develder Thomas Demeester AI4Ed 70 19 0 12 Oct 2022
A Dataset for Medical Instructional Video Classification and Question Answering D. Gupta Kush Attal Dina Demner-Fushman 93 33 0 30 Jan 2022
Controllable Open-ended Question Generation with A New Question Type Ontology Shuyang Cao Lu Wang 76 51 0 01 Jul 2021
TutorialVQA: Question Answering Dataset for Tutorial Videos Anthony Colas Seokhwan Kim Franck Dernoncourt Siddhesh Gupte D. Wang Doo Soon Kim 46 31 0 02 Dec 2019
Sentence-BERT: Sentence Embeddings using Siamese BERT-Networks Nils Reimers Iryna Gurevych 1.3K 12,332 0 27 Aug 2019
ActivityNet-QA: A Dataset for Understanding Complex Web Videos via Question Answering Zhou Yu D. Xu Jun-chen Yu Ting Yu Zhou Zhao Yueting Zhuang Dacheng Tao 120 475 0 06 Jun 2019
TVQA+: Spatio-Temporal Grounding for Video Question Answering Jie Lei Licheng Yu Tamara L. Berg Joey Tianyi Zhou 73 229 0 25 Apr 2019
BERTScore: Evaluating Text Generation with BERT Tianyi Zhang Varsha Kishore Felix Wu Kilian Q. Weinberger Yoav Artzi 374 5,872 0 21 Apr 2019
Accurate, Large Minibatch SGD: Training ImageNet in 1 Hour Priya Goyal Piotr Dollár Ross B. Girshick P. Noordhuis Lukasz Wesolowski Aapo Kyrola Andrew Tulloch Yangqing Jia Kaiming He 3DH 128 3,688 0 08 Jun 2017
SQuAD: 100,000+ Questions for Machine Comprehension of Text Pranav Rajpurkar Jian Zhang Konstantin Lopyrev Percy Liang RALM 316 8,177 0 16 Jun 2016