Auto-Formalizing Neuro-Symbolic Predictors
Neuro-Symbolic (NeSy) predictors incorporate prior knowledge into the prediction process of neural networks, ensuring that outputs satisfy specified constraints, making them particularly suitable for high-stakes applications where compliance with domain knowledge is essential. A key bottleneck in this paradigm is the a...
Samuele Bortolotti, Wei-Xin Chen, Han Zhao et al.
· 0 citations