Towards multi-modal sarcasm detection via hierarchical congruity modeling with knowledge enhancement
Sarcasm is a linguistic phenomenon indicating a discrepancy between literal meanings and
implied intentions. Due to its sophisticated nature, it is usually challenging to be detected …
implied intentions. Due to its sophisticated nature, it is usually challenging to be detected …
Constructing low-redundant and high-accuracy knowledge graphs for education
Motivated by the successful applications of commonsense knowledge graphs (KGs) and
encyclopedia KGs, many KG-based applications have been developed in education, such …
encyclopedia KGs, many KG-based applications have been developed in education, such …
Predicting prerequisite relations for unseen concepts
Concept prerequisite learning (CPL) plays a key role in developing technologies that assist
people to learn a new complex topic or concept. Previous work commonly assumes that all …
people to learn a new complex topic or concept. Previous work commonly assumes that all …
Knowledge Navigation: Inferring the Interlocking Map of Knowledge from Research Trajectories
S Xiang, B Liu, Y Huang, C Tian, X Jiang… - arXiv preprint arXiv …, 2024 - arxiv.org
" If I have seen further, it is by standing on the shoulders of giants," Isaac Newton's renowned
statement hints that new knowledge builds upon existing foundations, which means there …
statement hints that new knowledge builds upon existing foundations, which means there …
Concept Prerequisite Relation Prediction by Using Permutation-Equivariant Directed Graph Neural Networks
X Qu, X Shang, Y Zhang - arXiv preprint arXiv:2312.09802, 2023 - arxiv.org
This paper studies the problem of CPRP, concept prerequisite relation prediction, which is a
fundamental task in using AI for education. CPRP is usually formulated into a link-prediction …
fundamental task in using AI for education. CPRP is usually formulated into a link-prediction …
Meta concept recommendation based on knowledge graph
Abstract Massive Open Online Courses (MOOCs) are playing a key role in improving
educational ways. Abundant learning resources make it difficult for online users to find …
educational ways. Abundant learning resources make it difficult for online users to find …
Pool-based active learning framework for concept prerequisite learning
Y He, Y Pan, X Hu, G Sun - Journal of Intelligent & Fuzzy …, 2024 - content.iospress.com
Abstract Concept prerequisite relation refers to the learning order of concepts, which is
useful in education. Concept prerequisite learning refers to using machine learning methods …
useful in education. Concept prerequisite learning refers to using machine learning methods …
WikiCPRL: A Weakly Supervised Approach for Wikipedia Concept Prerequisite Relation Learning
K Xiao, K Li, Y Zhang, X Chen, Y Lou - … Pacific Web (APWeb) and Web-Age …, 2023 - Springer
Abstract Concept prerequisite relations determine the order in which knowledge concept is
learned. This kind of concept relations has been used in a variety of educational …
learned. This kind of concept relations has been used in a variety of educational …
KAMC: Knowledge-Aware Meta-Concept Recommendation
Abstract Massive Open Online Courses (MOOCs) are playing a key role in improving
educational ways. Abundant learning resources make it difficult for online users to find …
educational ways. Abundant learning resources make it difficult for online users to find …
Learning with Dual-graph for Concept Prerequisite Discovering
X Guolan, B Rujiang - Data Analysis and Knowledge …, 2023 - manu44.magtech.com.cn
[Objective] This paper fully utilizes fine-grained information, such as the mention of concepts
in learning resources, to more effectively identify prerequisite relationships.[Methods] First …
in learning resources, to more effectively identify prerequisite relationships.[Methods] First …