Populating Web-Scale Knowledge Graphs Using Distantly Supervised Relation Extraction and Validation

Populating Web-Scale Knowledge Graphs Using Distantly Supervised Relation Extraction and Validation

In this paper, we propose a fully automated system to extend knowledge graphs using external information from web-scale corpora. The designed system leverages a deep-learning-based technology for relation extraction that can be trained by a distantly supervised approach. In addition, the system uses...

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Bibliographic Details
Main Authors: Sarthak Dash, Michael R. Glass, Alfio Gliozzo, Mustafa Canim, Gaetano Rossiello
Format: Article
Language:English
Published: MDPI AG 2021-08-01
Series:Information
Subjects:
information extraction
knowledge graphs
deep learning
Online Access:https://www.mdpi.com/2078-2489/12/8/316

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