@article{neurosymbolicframeworksconceptualcharact, title = {Neuro-Symbolic Frameworks: Conceptual Characterization and Empirical Comparative Analysis}, author = {Sania Sinha and Tanawan Premsri and Danial Kamali and Parisa Kordjamshidi}, year = {2025}, eprint = {2509.07122}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2509.07122}, }