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EMERGE: A Benchmark for Updating Knowledge Graphs with Emerging Textual Knowledge

EMERGE benchmarks knowledge graph updates via 233K Wikipedia passages mapped to 1.45M Wikidata edits across 2019, 2025. Experiments highlight challenges integrating emerging textual knowledge with existing graph structures.

Klim Zaporojets, Daniel Daza, Edoardo Barba, Ira Assent and 2 more

Sydney Poster Session 6, Thu, Dec 10, 5:00 PM–8:00 PM, Hall 1-4 · Published 2026

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