TOM matcher results for OAEI 2021
Kossack, Daniel
;
Borg, Niklas
;
Knorr, Leon
;
Portisch, Jan
URL:
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https://madoc.bib.uni-mannheim.de/61197
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Additional URL:
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http://ceur-ws.org/Vol-3063/
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URN:
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urn:nbn:de:bsz:180-madoc-611976
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Document Type:
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Conference or workshop publication
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Year of publication:
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2022
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Book title:
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OM 2021, Ontology Matching 2021 : Proceedings of the 16th International Workshop on Ontology Matching, co-located with the 20th International Semantic Web Conference (ISWC 2021), virtual conference, October 25, 2021
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The title of a journal, publication series:
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CEUR Workshop Proceedings
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Volume:
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3063
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Page range:
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193-198
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Conference title:
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OM 2021
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Location of the conference venue:
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Online
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Date of the conference:
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25.10.2021
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Publisher:
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Shvaiko, Pavel
;
Euzenat, Jérôme
;
Jiménez-Ruiz, Ernesto
;
Hassanzadeh, Oktie
;
Trojahn, Cássia
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Place of publication:
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Aachen, Germany
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Publishing house:
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RWTH Aachen
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ISSN:
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1613-0073
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Related URLs:
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Publication language:
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English
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Institution:
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School of Business Informatics and Mathematics > Data Science (Paulheim 2018-)
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Pre-existing license:
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Creative Commons Attribution 4.0 International (CC BY 4.0)
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Subject:
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004 Computer science, internet
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Individual keywords (German):
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Datenintegration , Semantische Datenintegration
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Keywords (English):
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ontology matching , ontology alignment , language models , transformers , transformer models
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Abstract:
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This paper presents the matching system TOM together with its results in the Ontology Alignment Evaluation Initiative 2021 (OAEI 2021). This is the first participation of TOM in the OAEI. Very recently, transformers achieved remarkable results in the natural language processing community on a variety of tasks. The TOM matching system exploits a zero-shot transformer-based language model to calculate confidences for each instance. The matcher uses the pre-trained transformer model paraphrase-TinyBERT-L6-v2.
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Additional information:
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Online-Ressource
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 | Dieser Eintrag ist Teil der Universitätsbibliographie. |
 | Das Dokument wird vom Publikationsserver der Universitätsbibliothek Mannheim bereitgestellt. |
Search Authors in
BASE:
Kossack, Daniel
;
Borg, Niklas
;
Knorr, Leon
;
Portisch, Jan
Google Scholar:
Kossack, Daniel
;
Borg, Niklas
;
Knorr, Leon
;
Portisch, Jan
ORCID:
Kossack, Daniel ; Borg, Niklas ; Knorr, Leon ; Portisch, Jan ORCID: 0000-0001-5420-0663
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