[HTML][HTML] A Systematic Literature Review of reinforcement learning-based knowledge graph research

Z Tang, T Li, D Wu, J Liu, Z Yang - Expert Systems with Applications, 2023 - Elsevier
Abstract Knowledge graphs (KGs) model entities or concepts and their relations in a
structural manner. The incompleteness has turned out to be the main challenge that hinders …

A systematic literature review of knowledge graph construction and application in education

B Abu-Salih, S Alotaibi - Heliyon, 2024 - cell.com
In the dynamic landscape of modern education, the search for improved pedagogical
methods, enriched learning experiences, and empowered educators remains a perpetual …

A comparative analysis of knowledge injection strategies for large language models in the scholarly domain

A Cadeddu, A Chessa, V De Leo, G Fenu… - … Applications of Artificial …, 2024 - Elsevier
In recent years, transformer-based models have emerged as powerful tools for natural
language processing tasks, demonstrating remarkable performance in several domains …

Current and future directions in network biology

M Zitnik, MM Li, A Wells, K Glass, DM Gysi… - arXiv preprint arXiv …, 2023 - arxiv.org
Network biology, an interdisciplinary field at the intersection of computational and biological
sciences, is critical for deepening understanding of cellular functioning and disease. While …

Increasing coverage and precision of textual information in multilingual knowledge graphs

S Conia, M Li, D Lee, UF Minhas, I Ilyas, Y Li - arXiv preprint arXiv …, 2023 - arxiv.org
Recent work in Natural Language Processing and Computer Vision has been using textual
information--eg, entity names and descriptions--available in knowledge graphs to ground …

Connecting AI: merging large language models and knowledge graph

M Jovanović, M Campbell - Computer, 2023 - ieeexplore.ieee.org
Combining the generative abilities of large language models with the logical and factual
coherence of knowledge graphs using a connected artificial intelligence architecture …

Exploring environmental, social, and governance (esg) discourse in news: An ai-powered investigation through knowledge graph analysis

S Angioni, S Consoli, D Dessí, F Osborne… - IEEE …, 2024 - ieeexplore.ieee.org
In recent years, the significance of Environmental, Social, and Governance criteria in
assessing financial investments has grown significantly. This paper presents an AI-driven …

Integration of chromosome locations and functional aspects of enhancers and topologically associating domains in knowledge graphs enables versatile queries about …

J Mulero-Hernández, V Mironov… - Nucleic Acids …, 2024 - academic.oup.com
Abstract Knowledge about transcription factor binding and regulation, target genes, cis-
regulatory modules and topologically associating domains is not only defined by functional …

Construction and application of a knowledge graph-based question answering system for Nanjing Yunjin digital resources

L Xu, L Lu, M Liu - Heritage Science, 2023 - Springer
Abstract Nanjing Yunjin, one of China's traditional silk weaving techniques, is renowned for
its unique local characteristics and exquisite craftsmanship, and was included in the …

Hierarchical construction and application of machining domain knowledge graph based on as-fabricated information model

Q Bao, P Zheng, S Dai - Advanced Engineering Informatics, 2024 - Elsevier
The increasing complexity and customization of mechanical products have put forward
higher requirements on the quality and process iteration speed of machining parts. The …