arXiv cs.CLPaper
Leveraging Low-Level Symbolic Competences for Unsupervised Grounding in Hallucination Detection
The core insight is that LLMs can use symbolic reasoning (SQL) to validate their own outputs without explicit supervision. This is a practical technique for RAG and retrieval-grounded workflows where the reference material is structured. Not a paradigm shift but a useful pattern to test against your hallucination detection baseline.