Towards Ontologically Grounded and Language-Agnostic Knowledge Graphs

Walid Saba


Abstract
Knowledge graphs (KGs) have become the standard technology for the representation of factual information in applications such as recommendation engines, search, and question-answering systems. However, the continual updating of KGs, as well as the integration of KGs from different domains and KGs in different languages, remains to be a major challenge. What we suggest here is that by a reification of abstract objects and by acknowledging the ontological distinction between concepts and types, we arrive at an ontologically grounded and language-agnostic representation that can alleviate the difficulties in KG integration.
Anthology ID:
2023.iwcs-1.11
Volume:
Proceedings of the 15th International Conference on Computational Semantics
Month:
June
Year:
2023
Address:
Nancy, France
Editors:
Maxime Amblard, Ellen Breitholtz
Venue:
IWCS
SIG:
SIGSEM
Publisher:
Association for Computational Linguistics
Note:
Pages:
94–98
Language:
URL:
https://aclanthology.org/2023.iwcs-1.11
DOI:
Bibkey:
Cite (ACL):
Walid Saba. 2023. Towards Ontologically Grounded and Language-Agnostic Knowledge Graphs. In Proceedings of the 15th International Conference on Computational Semantics, pages 94–98, Nancy, France. Association for Computational Linguistics.
Cite (Informal):
Towards Ontologically Grounded and Language-Agnostic Knowledge Graphs (Saba, IWCS 2023)
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PDF:
https://aclanthology.org/2023.iwcs-1.11.pdf