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K. Acharya and H. Song authored the article 'A Comprehensive Review of Neuro-symbolic AI for Robustness, Uncertainty Quantification, and Intervenability', which was published in the Arab Journal of Science and Engineering, volume 51, pages 35–67, in 2026.

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