| Paper | Code | F1 | Precision | Recall | ModelName | ReleaseDate |
|---|---|---|---|---|---|---|
| Ultra-Fine Entity Typing with Weak Supervision from a Masked Language Model | ✓ Link | 49.1 | 53.6 | 45.3 | MLMET | 2021-06-08 |
| Learning to Denoise Distantly-Labeled Data for Entity Typing | ✓ Link | 40.2 | 51.5 | 33 | ELMo (distant denoising data) | 2019-05-04 |
| Imposing Label-Relational Inductive Bias for Extremely Fine-Grained Entity Typing | ✓ Link | 36.9 | 50.3 | 29.2 | LabelGCN Xiong et al. (2019) | 2019-03-06 |
| Ultra-Fine Entity Typing | ✓ Link | 32.0 | 47.1 | 24.2 | Choi et al. (2018) w augmentation | 2018-07-13 |