Dialogue Relation Extraction on DialogRE V1 (test)
75.1F1 ScoreGRASP_large
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| GRASP_largeApproach=Prompt-based fine-tuning, Setting=Full-shot, Backbone=RoBERTa-large2022.08 | 75.1 | 66.7 | |
| CoInApproach=Fine-tuning based, Setting=Full-shot2022.08 | 72.3 | — | |
| GRASP_baseApproach=Prompt-based fine-tuning, Setting=Full-shot, Backbone=RoBERTa-base2022.08 | 69.2 | 62.4 | |
| KnowPromptApproach=Prompt-based fine-tuning, Setting=Full-shot2022.08 | 68.6 | — | |
| DualApproach=Fine-tuning based, Setting=Full-shot2022.08 | 67.3 | 61.4 | |
| GDPNet2020.12 | 64.9 | 60.1 | |
| PTRApproach=Prompt-based fine-tuning, Setting=Full-shot2022.08 | 63.2 | — | |
| BERTApproach=Fine-tuning based, Setting=Full-shot2022.08 | 61.2 | 55.4 | |
| BERTs2020.12 | 61.2 | 55.4 | |
| BERT2020.12 | 58.5 | 53.2 | |
| BiLSTM2020.12 | 48.6 | 45 | |
| CNN2020.12 | 48 | 45 | |
| LSTM2020.12 | 47.4 | 44.9 |