AIBullisharXiv – CS AI · 7h ago7/10
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Fighting Numerical Hallucinations via Data-centric Compilation for Online Financial QA
Researchers propose DCRC, a data-centric framework addressing numerical hallucinations in LLM-based financial question-answering systems. The approach combines adversarial data construction, multi-stage training, and executable reasoning programs to improve reliability in high-stakes financial applications where accuracy is critical.