Narrative-UFET shows that adding controlled synthetic narrative context improves ultra-fine entity typing on long-tail types over sentence-level baselines, with type-changing narratives providing stronger gains than natural contexts.
Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence,
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Narrative-UFET: Narrative Generation for Ultra-Fine Entity Typing
Narrative-UFET shows that adding controlled synthetic narrative context improves ultra-fine entity typing on long-tail types over sentence-level baselines, with type-changing narratives providing stronger gains than natural contexts.