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A Comprehensive Review of Neuro-symbolic AI for Robustness, Uncertainty Quantification, and Intervenability

Crossref DOI link: https://doi.org/10.1007/s13369-025-10887-3

Published Online: 2025-12-09

Update policy: https://doi.org/10.1007/springer_crossmark_policy

Authors

Acharya, Kamal

Song, Houbing https://orcid.org/0000-0003-2631-9223
Funding

Funding for this research was provided by:

Division of Graduate Education (2317117)
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Text and Data Mining valid from 2025-12-09

Version of Record valid from 2025-12-09
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Article History

Received: 30 May 2025

Accepted: 2 November 2025

First Online: 9 December 2025