Document-Level Zero-Shot Relation Extraction on DocRED (dev)
45.12Macro F1-ScoreDocZSRE-SI
Evaluation results
| Method | Links | |
|---|---|---|
| DocZSRE-SIn (Size of unseen relation set)=5, Components=Entity Mention Description + Entity Mention Hypernym + Entity Mention Type + Dynamic Weighted Score2026.01 | 45.12 | |
| GenRDKn (Size of unseen relation set)=52026.01 | 42.5 | |
| DocZSRE-SIn (Size of unseen relation set)=10, Components=Entity Mention Description + Entity Mention Hypernym + Entity Mention Type + Dynamic Weighted Score2026.01 | 40.51 | |
| GenRDKn (Size of unseen relation set)=102026.01 | 33.7 | |
| DocZSRE-SIn (Size of unseen relation set)=15, Components=Entity Mention Description + Entity Mention Hypernym + Entity Mention Type + Dynamic Weighted Score2026.01 | 31.68 |