Ontology Matching

Benchmarks archive 2025-07-28

No benchmark for this task in the archive.

Libraries

Not in the archive: the export carries no per-task library table, so there is nothing to show at snapshot 2025-07-28.

Datasets archive 2025-07-28

1 dataset whose archive record lists this task, ordered by the archive's paper count.

Subtasks archive 2025-07-28

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Most implemented papers archive 2025-07-28

14 shown of 14 papers with code (51 tagged with this task in all), ordered by repositories listed in the archive, not by stars (the archive holds no stars, so PwC's “Social” and “Latest” sorts cannot be reproduced). Papers without a page here are shown as plain text.

• Agent-OM: Leveraging LLM Agents for Ontology Matching
  1 Dec 2023 2 repositories listed
  Ontology matching (OM) enables semantic interoperability between different ontologies and resolves their conceptual heterogeneity by aligning related entities.
• Machine Learning-Friendly Biomedical Datasets for Equivalence and Subsumption Ontology Matching
  6 May 2022 2 repositories listed
  Ontology Matching (OM) plays an important role in many domains such as bioinformatics and the Semantic Web, and its research is becoming increasingly popular, especially with the application of machine learning (ML)…
• How Does A Text Preprocessing Pipeline Affect Ontology Syntactic Matching?
  6 Nov 2024 1 repository listed
  The classic text preprocessing pipeline, comprising Tokenisation, Normalisation, Stop Words Removal, and Stemming/Lemmatisation, has been implemented in many systems for syntactic ontology matching (OM).
• LLMs4OM: Matching Ontologies with Large Language Models
  16 Apr 2024 1 repository listed Syntology ran 2 of 2 samples · 0 unverified
  Ontology Matching (OM), is a critical task in knowledge integration, where aligning heterogeneous ontologies facilitates data interoperability and knowledge sharing.
• Matching Weak Informative Ontologies
  1 Dec 2023 1 repository listed
  In this paper, these ontologies are named as weak informative ontologies (WIOs) and it is challenging for existing methods to matching WIOs.
• Contextualized Structural Self-supervised Learning for Ontology Matching
  5 Oct 2023 1 repository listed
  Ontology matching (OM) entails the identification of semantic relationships between concepts within two or more knowledge graphs (KGs) and serves as a critical step in integrating KGs from various sources.
• Truveta Mapper: A Zero-shot Ontology Alignment Framework
  24 Jan 2023 1 repository listed
  In this paper, a new perspective is suggested for unsupervised Ontology Matching (OM) or Ontology Alignment (OA) by treating it as a translation task.
• Ontology Matching Through Absolute Orientation of Embedding Spaces
  8 Apr 2022 1 repository listed
  Ontology matching is a core task when creating interoperable and linked open datasets.
• BERTMap: A BERT-based Ontology Alignment System
  5 Dec 2021 1 repository listed
  Ontology alignment (a.
• Aligning Hyperbolic Representations: an Optimal Transport-based approach
  2 Dec 2020 1 repository listed Syntology ran 2 of 2 samples · 0 unverified · 2 pointer-only (licence)
  As a result of this formalism, we derive extensions to some existing Euclidean methods of OT-based domain adaptation to their hyperbolic counterparts.
• Dividing the Ontology Alignment Task with Semantic Embeddings and Logic-based Modules
  25 Feb 2020 1 repository listed
  Large ontologies still pose serious challenges to state-of-the-art ontology alignment systems.
• Breaking-down the Ontology Alignment Task with a Lexical Index and Neural Embeddings
  31 May 2018 1 repository listed
  Large ontologies still pose serious challenges to state-of-the-art ontology alignment systems.
• Multilingual ontology matching based on Wiktionary data accessible via SPARQL endpoint
  4 Sep 2011 1 repository listed
  The data of the machine-readable Wiktionary are stored in a relational database, but with the help of D2R server the database is presented as an RDF store.
• Related terms search based on WordNet / Wiktionary and its application in Ontology Matching
  13 Jul 2009 1 repository listed
  A set of ontology matching algorithms (for finding correspondences between concepts) is based on a thesaurus that provides the source data for the semantic distance calculations.

Syntology lines on 2 of the papers shown; no Syntology record for the others (a paper without an arXiv id cannot be joined to the graph, and absence from the graph layer is not a recorded non-run). “Ran” means the sample executed on a synthesized fixture, not that the paper's result was reproduced. Read from the graph 2026-09-24.