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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.
Publicly available clinical BERT embeddings,
E. Alsentzer, J. Murphy, W. Boag, W.-H. Weng, D. Jin, T. Naumann, M. McDermott, · 1909
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The Role of Ontologies in Data Integration,
I. F. Cruz, H. Xiao, · 2005
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J. Euzenat, P. Shvaiko, Ontology Matching, Springer-Verlag, Heidelberg (DE), 2007
2007
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2007
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AgreementMaker: Efficient Matching for Large Real-World Schemas and Ontologies,
I. F. Cruz, F. Palandri Antonelli, C. Stroe, · 2009
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BioPortal: Ontologies and Integrated Data Resources at the Click of a Mouse,
N. F. Noy, N. H. Shah, P. L. Whetzel, B. Dai, M. Dorf, N. Griffith, C. Jonquet, D. L. Rubin, M.-A. Storey, C. G. Chute, et al., · 2009
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C. Meilicke, Alignment incoherence in ontology matching, Ph.D. thesis, University of Mannheim, 2011. URL: https://ub-madoc.bib.uni-mannheim.de/29351
2011
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LogMap: Logic-based and Scalable Ontology Matching (2011) 273–288
E. Jiménez-Ruiz, B. Cuenca Grau, · 2011
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The AgreementMakerLight Ontology Matching System,
D. Faria, C. Pesquita, E. Santos, M. Palmonari, I. F. Cruz, F. M. Couto, · 2013
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Translating Embeddings for Modeling Multi-relational Data,
A. Bordes, N. Usunier, A. Garcia-Duran, J. Weston, O. Yakhnenko, · 2013
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Efficient estimation of word representations in vector space,
T. Mikolov, K. Chen, G. Corrado, J. Dean, · 2013
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Learning entity and relation embeddings for knowledge graph completion,
Y. Lin, Z. Liu, M. Sun, Y. Liu, X. Zhu, · 2015
Cited alongside, same era.
Rdf2vec: Rdf graph embeddings for data mining,
P. Ristoski, H. Paulheim, · 2016
Cited alongside, same era.
Attention is all you need,
A. Vaswani, N. Shazeer, N. Parmar, J. Uszkoreit, L. Jones, A. N. Gomez, Ł. Kaiser, I. Polosukhin, · 2017
Cited alongside, same era.
Bert: Pre-training of deep bidirectional transformers for language understanding,
J. Devlin, M.-W. Chang, K. Lee, K. Toutanova, · 2018
Cited alongside, same era.
Deepalignment: Unsupervised ontology matching with refined word vectors,
P. Kolyvakis, A. Kalousis, D. Kiritsis, · 2018
Cited alongside, same era.
Alod2vec matcher.,
J. Portisch, H. Paulheim, · 2018
Augmenting ontology alignment by semantic embedding and distant supervision,
J. Chen, E. Jiménez-Ruiz, I. Horrocks, D. Antonyrajah, A. Hadian, J. Lee, · 2021
Later among the works it cites.
Agreementmakerdeep results for OAEI 2021,
Z. Wang, I. F. Cruz, · 2021
Later among the works it cites.
Towards automatic ontology alignment using bert.,
S. Neutel, M. H. de Boer, · 2021
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Amd results for oaei 2022 (2022)
Z. Wang, · 2022
Later among the works it cites.
Machine learning-friendly biomedical datasets for equivalence and subsumption ontology matching,
Y. He, J. Chen, H. Dong, E. Jiménez-Ruiz, A. Hadian, I. Horrocks, · 2022
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Contrastive language-image pre-training with knowledge graphs,
X. Pan, T. Ye, D. Han, S. Song, G. Huang, · 2022
Later among the works it cites.
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Cited alongside, same era.
Multi-view embedding for biomedical ontology matching.,
W. Li, X. Duan, M. Wang, X. Zhang, G. Qi, · 2019
Cited alongside, same era.
Sentence-bert: Sentence embeddings using siamese bert-networks,
N. Reimers, I. Gurevych, · 2019
Cited alongside, same era.
Veealign: a supervised deep learning approach to ontology alignment.,
V. Iyer, A. Agarwal, H. Kumar, · 2020
Cited alongside, same era.
Matching with transformers in melt,
S. Hertling, J. Portisch, H. Paulheim, · 2021
Cited alongside, same era.
Bertmap: A bert-based ontology alignment system,
Y. He, J. Chen, D. Antonyrajah, I. Horrocks, · 2021
Cited alongside, same era.
Biomedical ontology alignment: an approach based on representation learning,
P. Kolyvakis, A. Kalousis, B. Smith, D. Kiritsis,
Cited in the paper.
Atbox results for oaei 2022 (2022)
S. Hertling, H. Paulheim, · 2022
Later among the works it cites.
Logmap family participation in the oaei 2022 (2022)
E. Jiménez-Ruiz, · 2022
Later among the works it cites.
Matcha and matcha-dl results for oaei 2022 (2022)
D. Faria, M. C. Silva, P. Cotovio, P. Eugénio, C. Pesquita, · 2022
Later among the works it cites.
Llama: Open and efficient foundation language models,
H. Touvron, T. Lavril, G. Izacard, X. Martinet, M.-A. Lachaux, T. Lacroix, B. Rozière, N. Goyal, E. Hambro, F. Azhar, et al., · 2023
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