Worked on the acl-org/acl-anthology repository to enhance data integrity for contributor metadata by correcting mismatched author names in XML files to match official PDF documentation. Focused on XML editing and data management, the developer implemented cross-document validation to ensure accurate attribution and prevent future inconsistencies between XML and PDF sources. This effort improved the reliability of downstream indexing, search, and analytics for published proceedings. The work included detailed commit documentation and collaboration with other contributors, emphasizing reproducibility and traceability. The technical approach centered on precise XML manipulation and validation, resulting in more trustworthy data for users and analytics systems.