3 papers
cs.AI2026
SAGE: Governed Artifact Generation from Enterprise Guidelines
Mohammadreza Sediqin, Shivali Dalmia, Sumukha Thoppanahalli +2
Enterprise guideline documents mix narrative text, complex tables, and embedded images, and converting them into structured work artifacts still takes two to three days of manual e…
cs.AI2026
GVD: Governed Versioning and Deduplication for Document Repositories
Mohammadreza Sediqin, Shivali Dalmia, Sumukha Thoppanahalli +1
Document repositories evolve continuously. Guidelines and policies are revised, superseded, and re-uploaded, so the same content recurs in different wording and newer versions refi…
cs.AI2026
GUIDE: Governed Unified Intelligence for Document-to-Artifact Generation in Enterprise Settings
Shivali Dalmia, Sumukha Thoppanahalli, Mohammadreza Sediqin +1
Enterprise guideline documents are heterogeneous and multimodal, combining narrative text, complex tables, and embedded images. Existing LLM and VLM systems face hallucinated conte…