Top-level Implicit Discourse Relation Recognition on CoNLL16 (test)
70.38F1 ScoreDiscoPrompt
Evaluation results
| Method | Links | ||
|---|---|---|---|
| DiscoPromptBackbone=T5, Model Size=11b2023.05 | 70.38 | 78.07 | |
| DiscoPromptBackbone=T5, Model Size=large2023.05 | 69.56 | 75.33 | |
| PCPBackbone=RoBERTa, Model Size=large2023.05 | 63.78 | 72.69 | |
| DiscoPromptBackbone=T5, Model Size=base2023.05 | 60.66 | 70.63 | |
| Prompt-TuningBackbone=T5, Model Size=large2023.05 | 59.95 | 72.32 | |
| Fine-TuningBackbone=T5, Model Size=large2023.05 | 58.74 | 70.87 | |
| PCPBackbone=RoBERTa, Model Size=base2023.05 | 58.54 | 69.31 | |
| Prefix-TuningBackbone=T5, Model Size=large2023.05 | 57.84 | 71.15 | |
| BMGF-ROBERTaBackbone=RoBERTa2023.05 | 56.55 | 68.23 | |
| Fine-TuningBackbone=T5, Model Size=base2023.05 | 54.64 | 67.1 | |
| XLNetBackbone=XLNet, Model Size=large, Case=cased2023.05 | 47.07 | 64.76 | |
| XLNetBackbone=XLNet, Model Size=base, Case=cased2023.05 | 43.48 | 62.29 | |
| Prefix-TuningBackbone=T5, Model Size=base2023.05 | 26.18 | 55.35 | |
| Prompt-TuningBackbone=T5, Model Size=base2023.05 | 25.53 | 54.44 |