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10/27/2021
Deep Transfer Learning for Multi-source Entity Linkage via Domain Adaptation
Multi-source entity linkage focuses on integrating knowledge from multip...
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06/01/2021
CoRI: Collective Relation Integration with Data Augmentation for Open Information Extraction
Integrating extracted knowledge from the Web to knowledge graphs (KGs) c...
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09/15/2020
CorDEL: A Contrastive Deep Learning Approach for Entity Linkage
Entity linkage (EL) is a critical problem in data cleaning and integrati...
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12/07/2019
AutoBlock: A Hands-off Blocking Framework for Entity Matching
Entity matching seeks to identify data records over one or multiple data...
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07/23/2019
Efficient Knowledge Graph Accuracy Evaluation
Estimation of the accuracy of a large-scale knowledge graph (KG) often r...
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07/23/2018