Relation Extraction on DialogRE
Metric: F1 (v1) (higher is better)
Metric: F1 (v1) (higher is better)
| # | Model↕ | F1 (v1)▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | GRASP_Large | 75.1 | No | GRASP: Guiding model with RelAtional Semantics u... | 2022-08-26 | Code |
| 2 | GRASP_Base | 69.2 | No | GRASP: Guiding model with RelAtional Semantics u... | 2022-08-26 | Code |
| 3 | Dual | 67.3 | No | Semantic Representation for Dialogue Modeling | 2021-05-21 | Code |
| 4 | SimpleRE | 66.3 | No | An Embarrassingly Simple Model for Dialogue Rela... | 2020-12-27 | Code |
| 5 | KnowPrompt | 66 | No | KnowPrompt: Knowledge-aware Prompt-tuning with S... | 2021-04-15 | Code |
| 6 | GDPNet | 64.9 | No | GDPNet: Refining Latent Multi-View Graph for Rel... | 2020-12-12 | Code |
| 7 | BERT+SIEF | 61.8 | No | Document-Level Relation Extraction with Sentence... | 2022-04-27 | Code |
| 8 | BERTS | 61.2 | No | Dialogue-Based Relation Extraction | 2020-04-17 | Code |
| 9 | DHGAT | 56.1 | No | Dialogue Relation Extraction with Document-level... | 2020-09-10 | Code |
| 10 | BiLSTM | 48.6 | No | Dialogue-Based Relation Extraction | 2020-04-17 | Code |