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@@ -215,7 +215,9 @@ Complex SI where the former involves only atomic named concepts and the latter i
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  Real-world ontologies of different scales and domains are used for constructing OntoLAMA and in total there are four Atomic
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  SI datasets and two Complex SI datasets.
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- See dataset specifications: https://krr-oxford.github.io/DeepOnto/ontolama/
 
 
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  ### Languages
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  Real-world ontologies of different scales and domains are used for constructing OntoLAMA and in total there are four Atomic
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  SI datasets and two Complex SI datasets.
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+ See dataset specifications on [DeepOnto](https://krr-oxford.github.io/DeepOnto/ontolama/).
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+ See the published paper on [Arxiv](https://arxiv.org/abs/2302.06761) or [ACL Anthology](https://aclanthology.org/2023.findings-acl.213/).
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  ### Languages
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