GPT-3-driven pedagogical agents to train children's curious question-asking skills

R Abdelghani, YH Wang, X Yuan, T Wang… - International Journal of …, 2024 - Springer
The ability of children to ask curiosity-driven questions is an important skill that helps
improve their learning. For this reason, previous research has explored designing specific …

Natural language processing for enhancing teaching and learning

D Litman - Proceedings of the AAAI conference on artificial …, 2016 - ojs.aaai.org
Advances in natural language processing (NLP) and educational technology, as well as the
availability of unprecedented amounts of educationally-relevant text and speech data, have …

Automatic construction of educational knowledge graphs: a word embedding-based approach

QU Ain, MA Chatti, KGC Bakar, S Joarder, R Alatrash - Information, 2023 - mdpi.com
Knowledge graphs (KGs) are widely used in the education domain to offer learners a
semantic representation of domain concepts from educational content and their relations …

A Review on NLP Techniques and Associated Challenges in Extracting Features from Education Data

E Lukwaro, K Kalegele, D Nyambo - 2024 - 41.59.85.213
There has been a significant increase in academic processes to ensure the quality of
educational resources such as curricula, examinations, and educational content. This has …

Debugging a crowdsourced task with low inter-rater agreement

O Alonso, CC Marshall, M Najork - Proceedings of the 15th ACM/IEEE …, 2015 - dl.acm.org
In this paper, we describe the process we used to debug a crowdsourced labeling task with
low inter-rater agreement. In the labeling task, the workers' subjective judgment was used to …

Knowledge graph-based core concept identification in learning resources

R Manrique, C Grévisse, O Marino… - Joint International …, 2018 - Springer
The automatic identification of core concepts addressed by a learning resource is an
important task in favor of organizing content for educational purposes and for the next …

Guiding the minds of tomorrow: conversational agents to train curiosity and metacognition in young learners

R Abdelghani - 2024 - theses.hal.science
Epistemic curiosity—the desire to actively seek information for its inherent pleasure—is a
complex phenomenon extensively studied across various domains. Several researchers in …

Automation of IT faculty work from the teaching staff perspective

E Muuli, E Tõnisson, M Lepp, R Palm… - INTED2021 …, 2021 - library.iated.org
Automation of teaching tasks is a contemporary approach to decrease the high workload of
the instructors who teach courses with a large number of students. To identify the processes …

Short-Text Semantic Similarity: Algorithms and Applications

MA Sultan - 2016 - search.proquest.com
Short snippets of written text play a central role in our day-to-day communication—SMS and
email messages, news headlines, tweets, and image captions are some of the many forms …

[图书][B] Applications of Large Language Models in Education: Literature Review and Case Study

JDC Baierl - 2023 - search.proquest.com
The rapid rate of improvement of natural language processing (NLP) systems and large
language models (LLMs) begets a wide array of applications in the field of education and …