Search Results for author: Sefika Efeoglu

Found 4 papers, 2 papers with code

GraphMatcher: A Graph Representation Learning Approach for Ontology Matching

no code implementations20 Apr 2024 Sefika Efeoglu

Ontology matching is defined as finding a relationship or correspondence between two or more entities in two or more ontologies.

Graph Attention Graph Representation Learning +1

A Continual Relation Extraction Approach for Knowledge Graph Completeness

no code implementations20 Apr 2024 Sefika Efeoglu

Representing unstructured data in a structured form is most significant for information system management to analyze and interpret it.

Continual Relation Extraction Knowledge Graphs +4

Retrieval-Augmented Generation-based Relation Extraction

1 code implementation20 Apr 2024 Sefika Efeoglu, Adrian Paschke

To overcome these limitations, Retrieved-Augmented Generation-based Relation Extraction (RAG4RE) in this work is proposed, offering a pathway to enhance the performance of relation extraction tasks.

Relation Relation Extraction +1

Fine-Grained Named Entities for Corona News

1 code implementation20 Apr 2024 Sefika Efeoglu, Adrian Paschke

Information resources such as newspapers have produced unstructured text data in various languages related to the corona outbreak since December 2019.

named-entity-recognition Named Entity Recognition +1

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