arXiv cs.CL
· Papers
Though Language Models Err While They Strive: Conformal Prediction for Self-Correcting Scientific Generation
arXiv:2607.16704v1 Announce Type: new Abstract: Large language models frequently violate fundamental scientific principles when generating technical content, undermining their reliability in scientific applications. We introduce Scientific Feasibility Control SFC, a graph-structured conformal prediction framework that