Logo des Repositoriums
 
Konferenzbeitrag

Reliable Rules for Relation Extraction in a Multimodal Setting

Vorschaubild nicht verfügbar

Volltext URI

Dokumententyp

Text/Conference Paper

Zusatzinformation

Datum

2023

Zeitschriftentitel

ISSN der Zeitschrift

Bandtitel

Quelle

Verlag

Gesellschaft für Informatik e.V.

Zusammenfassung

We present an approach to extract relations from multimodal documents using a few training data. Furthermore, we derive explanations in the form of extraction rules from the underlying model to ensure the reliability of the extraction. Finally, we will evaluate how reliable (high model fidelity) extracted rules are and which type of classifier is suitable in terms of F1 Score and explainability. Our code and data are available at https://osf.io/dn9hm/?view_only=7e65fd1d4aae44e1802bb5ddd3465e08.

Beschreibung

Engelmann, Björn; Schaer, Philipp (2023): Reliable Rules for Relation Extraction in a Multimodal Setting. BTW 2023. DOI: 10.18420/BTW2023-69. Bonn: Gesellschaft für Informatik e.V.. ISBN: 978-3-88579-725-8. pp. 1009-1021. Dresden, Germany. 06.-10. März 2023

Zitierform

Tags