Implicit Discourse Relation Classification on PDTB 2 (test)
64.12AccuracyDMR-large
Evaluation results
| Method | Links | ||
|---|---|---|---|
| DMR-largeBackbone=RoBERTa-large, Latent Bottleneck=true2023.06 | 64.12 | 43.78 | |
| DMR-large w/o zBackbone=RoBERTa-large, Latent Bottleneck=false2023.06 | 62.35 | 41.59 | |
| PCP-largeBackbone=RoBERTa-large2023.06 | 61.41 | 44.04 | |
| DMR-baseBackbone=RoBERTa-base, Latent Bottleneck=true2023.06 | 61.35 | 42.41 | |
| PCP-baseBackbone=RoBERTa-base2023.06 | 60.54 | 41.55 | |
| LDSGMBackbone=RoBERTa2023.06 | 60.33 | 40.49 | |
| DMR-base w/o zBackbone=RoBERTa-base, Latent Bottleneck=false2023.06 | 59.89 | 37.24 | |
| HierMTN-CRF-RoBERTa†Backbone=RoBERTa2023.06 | 58.61 | 38.28 | |
| BMGF-RoBERTaBackbone=RoBERTa2023.06 | 58.13 | — | |
| MTL-MLoss-RoBERTa†Backbone=RoBERTa2023.06 | 57.72 | 38.1 | |
| BERT-FTBackbone=BERT2023.06 | 54.32 | — | |
| HierMTN-CRFBackbone=BERT2023.06 | 52.34 | 33.91 | |
| MTL-MLossBackbone=ELMo2023.06 | 49.95 | — | |
| IDRR-C&EBackbone=ELMo2023.06 | 48.23 | 33.41 |