Self-Attention-Based Models for the Extraction of Molecular Interactions from Biological Texts
For any molecule, network, or process of interest, keeping up with new publications on these is becoming increasingly difficult. For many cellular processes, the amount molecules and their interactions that need to be considered can be very large ...
Prashant Srivastava +3 more
doaj +1 more source
Relationship Extraction and Processing for Knowledge Graph of Welding Manufacturing
Acquiring welding domain relationships and forming a knowledge graph can positively impact complex engineering problem solving and intelligent manufacturing applications. However, relationships are lacking in the welding domain.
Kainan Guan, Liang Du, Xinhua Yang
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Biomedical Relationship Extraction Method Based on Prompt Learning [PDF]
Extracting the relationship between entities from unstructured biomedical text data is of great significance for the development of biomedical informatization.At the same time,it is also a research hotspot in the field of natural language processing.At ...
WEN Kunjian, CHEN Yanping, HUANG Ruizhang, QIN Yongbin
doaj +1 more source
Hybrid Decision-Making-Method-Based Intelligent System for Integrated Bogie Welding Manufacturing
To address the challenges of incomplete knowledge representation, independent decision ranges, and insufficient causal decisions in bogie welding decisions, this paper proposes a hybrid decision-making method and develops a corresponding intelligent ...
Kainan Guan +3 more
doaj +1 more source
MULTISCALE SPATIAL RELATION EXTRACTION OF A REMOTELY SENSED WATERLINE IN A MUDDY COASTAL ZONE WITH CHONGMING DONGTAN AS AN EXAMPLE [PDF]
To address the difficulty of waterline extraction in areas with gentle slopes in the muddy coastal zone, Chongming Dongtan in the Yangtze River estuary is selected as the research object.
L. Yang, M. Li, J. Li, Y. Jiang, H. Yang
doaj +1 more source
A Survey of Information Extraction Based on Deep Learning
As a core task and an important link in the fields of natural language understanding and information retrieval, information extraction (IE) can structure and semanticize unstructured multi-modal information.
Yang Yang +5 more
doaj +1 more source
Coupled Extraction/Re-Extraction Method for the Chemical Speciation of Nickel in NaturalWaters [PDF]
Chemical fractionation and speciation of metals species in natural waters and its relation with bioavailability have received increased attention in recent years.
Mendiguchía Martínez, Carolina +2 more
core +2 more sources
Relationship extraction among diseases, symptoms and tests has always been a concerning research issue in the biomedical field. Disease-pertinent relationship extraction for user-generated content in the online health community represents a research ...
Yanli Zhang, Xinmiao Li, Zhe Zhang
doaj +1 more source
BERT-Based Chinese Relation Extraction for Public Security
The past few years have witnessed some public safety incidents occurring around the world. With the advent of the big data era, effectively extracting public security information from the internet has become of great significance.
Jiaqi Hou +5 more
doaj +1 more source
Large-scale directional relationship extraction and resolution [PDF]
Relationships between entities such as genes, chemicals, metabolites, phenotypes and diseases in MEDLINE are often directional. That is, one may affect the other in a positive or negative manner. Detection of causality and direction is key in piecing pathways together and in examining possible implications of experimental results.
Giles, Cory B, Wren, Jonathan D
openaire +2 more sources

