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07/28/2022
Entity Type Prediction Leveraging Graph Walks and Entity Descriptions
The entity type information in Knowledge Graphs (KGs) such as DBpedia, F...
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07/13/2022
The DLCC Node Classification Benchmark for Analyzing Knowledge Graph Embeddings
Knowledge graph embedding is a representation learning technique that pr...
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04/29/2022
KERMIT – A Transformer-Based Approach for Knowledge Graph Matching
One of the strongest signals for automated matching of knowledge graphs ...
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04/08/2022
Ontology Matching Through Absolute Orientation of Embedding Spaces
Ontology matching is a core task when creating interoperable and linked ...
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04/05/2022
Walk this Way! Entity Walks and Property Walks for RDF2vec
RDF2vec is a knowledge graph embedding mechanism which first extracts se...
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09/15/2021
Matching with Transformers in MELT
One of the strongest signals for automated matching of ontologies and kn...
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08/11/2021
Putting RDF2vec in Order
The RDF2vec method for creating node embeddings on knowledge graphs is b...
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06/29/2021
Background Knowledge in Schema Matching: Strategy vs. Data
The use of external background knowledge can be beneficial for the task ...
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03/02/2021
FinMatcher at FinSim-2: Hypernym Detection in the Financial Services Domain using Knowledge Graphs
This paper presents the FinMatcher system and its results for the FinSim...
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12/22/2020
Knowledge Graphs Evolution and Preservation – A Technical Report from ISWS 2019
One of the grand challenges discussed during the Dagstuhl Seminar "Knowl...
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09/20/2020
Supervised Ontology and Instance Matching with MELT
In this paper, we present MELT-ML, a machine learning extension to the M...
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09/16/2020
RDF2Vec Light – A Lightweight Approach for Knowledge Graph Embeddings
Knowledge graph embedding approaches represent nodes and edges of graphs...
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08/14/2020
Challenges of Linking Organizational Information in Open Government Data to Knowledge Graphs
Open Government Data (OGD) is being published by various public administ...
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04/27/2020
Visual Analysis of Ontology Matching Results with the MELT Dashboard
In this demo, we introduce MELT Dashboard, an interactive Web user inter...
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03/09/2020