TOM matcher results for OAEI 2021

Kossack, Daniel ; Borg, Niklas ; Knorr, Leon ; Portisch, Jan

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URN: urn:nbn:de:bsz:180-madoc-611976
Document Type: Conference or workshop publication
Year of publication: 2022
Book title: 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
The title of a journal, publication series: CEUR Workshop Proceedings
Volume: 3063
Page range: 193-198
Conference title: OM 2021
Location of the conference venue: Online
Date of the conference: 25.10.2021
Publisher: Shvaiko, Pavel ; Euzenat, Jérôme ; Jiménez-Ruiz, Ernesto ; Hassanzadeh, Oktie ; Trojahn, Cássia
Place of publication: Aachen, Germany
Publishing house: RWTH Aachen
ISSN: 1613-0073
Related URLs:
Publication language: English
Institution: School of Business Informatics and Mathematics > Web Data Mining (Paulheim 2018-)
Pre-existing license: Creative Commons Attribution 4.0 International (CC BY 4.0)
Subject: 004 Computer science, internet
Individual keywords (German): Datenintegration , Semantische Datenintegration
Keywords (English): ontology matching , ontology alignment , language models , transformers , transformer models
Abstract: 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.
Additional information: Online-Ressource

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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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