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Document-Level Zero-Shot Relation Extraction on Re-DocRED (test)

47.81Macro F1DocZSRE-SI
29.391634.173338.95543.7367Jan 12, 2026

Evaluation results

MethodLinks
DocZSRE-SIn (Size of unseen relation set)=5, Components=Entity Mention Description + Entity Mention Hypernym + Entity Mention Type + Dynamic Weighted Score2026.0147.81
DocZSRE-SIn (Size of unseen relation set)=10, Components=Entity Mention Description + Entity Mention Hypernym + Entity Mention Type + Dynamic Weighted Score2026.0143.06
GenRDKn (Size of unseen relation set)=52026.0141.3
DocZSRE-SIn (Size of unseen relation set)=15, Components=Entity Mention Description + Entity Mention Hypernym + Entity Mention Type + Dynamic Weighted Score2026.0133.88
GenRDKn (Size of unseen relation set)=102026.0130.1