Construction and evolution of fault diagnosis knowledge graph in industrial process

H Han, J Wang, X Wang, S Chen - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
The steel industry production line is complicated and contains a substantial amount of
equipment, leading to serious problems in fault diagnosis (FD) such as wrong inspection …

KPI-EDGAR: A novel dataset and accompanying metric for relation extraction from financial documents

T Deußer, SM Ali, L Hillebrand… - 2022 21st IEEE …, 2022 - ieeexplore.ieee.org
We introduce KPI-EDGAR, a novel dataset for Joint Named Entity Recognition and Relation
Extraction building on financial reports uploaded to the Electronic Data Gathering, Analysis …

Cognitive Digital Twins of the natural environment: Framework and application

J Feng, H Tang, S Zhou, Y Cai, J Zhang - Engineering Applications of …, 2025 - Elsevier
Digital Twin (DT) technology offers a method of creating digital models of natural systems to
enhance their ability to withstand natural disasters. Currently, DT of the natural environment …

Sequence tagging with a rethinking structure for joint entity and relation extraction

D Zeng, L Xu, C Jiang, J Zhu, H Chen, J Dai… - International Journal of …, 2024 - Springer
Joint entity and relation extraction have become increasingly popular due to their knowledge
graph construction advantages. Despite the promising results on this task, disregarding the …

Syntax-based argument correlation-enhanced end-to-end model for scientific relation extraction

X Zhu, W Gao, Y Yu, L Zhang, H Deng - Neurocomputing, 2024 - Elsevier
As one of the key research topics of scientific text mining, relation extraction for scientific text
has received great attention. Unfortunately, existing scientific relation (SRE) suffers from the …

Graph neural networks with selective attention and path reasoning for document-level relation extraction

T Hang, J Feng, Y Wang, L Yan - Applied Intelligence, 2024 - Springer
Abstract Document-level Relation Extraction (DocRE) aims to extract relations from multiple
sentences simultaneously. Existing graph-based methods adopt static graphs to represent …

基于大语言模型的水工程调度知识图谱的构建与应用.

冯钧, 畅阳红, 陆佳民, 唐海麟… - Journal of Frontiers of …, 2024 - search.ebscohost.com
随着水利事业的发展和信息化需求的增加, 处理和表示海量水利数据变得复杂而繁琐.
特别是调度文本数据通常以自然语言的形式存在, 缺乏明确的结构和规范, 并且处理和应用这些 …