CLMN: Concept based Language Models via Neural Symbolic Reasoning
arXiv:2510.10063v2 Announce Type: replace
Abstract: Deep learning has advanced NLP, but interpretability remains limited, especially in healthcare and finance. Concept bottleneck models tie predictions to human concepts in vision, but NLP versions eit…