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
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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