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 | DeepEx (zero-shot top-10) | F1 | 76.4 | — | Unverified |
| 2 | DeepStruct multi-task | F1 | 74.9 | — | Unverified |
| 3 | LUKE 483M | F1 | 72.7 | — | Unverified |
| 4 | K-Adapter | F1 | 72 | — | Unverified |
| 5 | MTB Baldini Soares et al. (2019) | F1 | 71.5 | — | Unverified |
| 6 | KnowBERT | F1 | 71.5 | — | Unverified |
| 7 | RoBERTa | F1 | 71.3 | — | Unverified |
| 8 | SpanBERT | F1 | 70.8 | — | Unverified |
| 9 | ERNIE | F1 | 68 | — | Unverified |
| 10 | ERNIE | F1 | 67.97 | — | Unverified |