Relation Classification
Relation Classification is the task of identifying the semantic relation holding between two nominal entities in text.
Source: Structure Regularized Neural Network for Entity Relation Classification for Chinese Literature Text
Papers
Showing 1–10 of 445 papers
Benchmark Results
| # | Model | Metric | Claimed | Verified | Status |
|---|---|---|---|---|---|
| 1 | DeepStruct multi-task w/ finetune | F1 (10-way 1-shot) | 97.8 | — | Unverified |
| 2 | DeepEx (zero-shot top-10) | F1 | 92.9 | — | Unverified |
| 3 | DeepStruct multi-task | F1 (10-way 1-shot) | 92.2 | — | Unverified |
| 4 | Deepstruct zero-shot | F1 (10-way 1-shot) | 67.6 | — | Unverified |
| 5 | DeepEx (zero-shot top-1) | F1 | 48.8 | — | Unverified |