Document-Level Zero-Shot Relation Extraction on Re-DocRED (dev)
50.95Macro 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 | 50.95 | |
| DocZSRE-SIn (Size of unseen relation set)=10, Components=Entity Mention Description + Entity Mention Hypernym + Entity Mention Type + Dynamic Weighted Score2026.01 | 47.7 | |
| GenRDKn (Size of unseen relation set)=52026.01 | 39.9 | |
| DocZSRE-SIn (Size of unseen relation set)=15, Components=Entity Mention Description + Entity Mention Hypernym + Entity Mention Type + Dynamic Weighted Score2026.01 | 30.87 | |
| GenRDKn (Size of unseen relation set)=102026.01 | 30.6 |