This resource paper introduces SpineXR-VQA, an open-source, clinically grounded, and verified benchmark comprising 2,187 X-rays and 8,272 expert-verified, open-ended Question-Answer pairs that benchmark 15 state-of-the-art Multimodal Large Language Models (MLLMs), including proprietary systems such as Claude Sonnet, GP...
Deepali Mishra, Dr.Sorayouth Chumnanvej, Vikas Trivedi et al.· ACM Transactions on Computin...· 0 citations
PolicyKG is an LLM pipeline that reads a policy PDF, classifies each sentence as an obligation, permission, or prohibition, lifts the label into first-order deontic logic, and emits SHACL constraints, and PolicyKG closes the loop.