Conversational Emotion Cause Extraction on RECCON-DD (test)
97.3Negative F1RankCP
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| RankCPBackbone=RoBERTa-base, CSK usage=None2022.05 | 97.3 | 33 | 65.15 | |
| RankCP2022.10 | 97.3 | 33 | 65.15 | |
| KECBackbone=RoBERTa-base, CSK usage=Included2022.05 | 95.74 | 66.76 | 81.25 | |
| AdaptedBackbone=RoBERTa-base, CSK usage=Included2022.05 | 95.67 | 62.47 | 79.07 | |
| DAG-ERCBackbone=RoBERTa-base, CSK usage=None2022.05 | 95.33 | 63.56 | 79.44 | |
| SKAIGBackbone=RoBERTa-base, CSK usage=Included2022.05 | 95.26 | 63.15 | 79.21 | |
| ECPE-2DBackbone=RoBERTa-base, CSK usage=None2022.05 | 94.96 | 55.5 | 75.23 | |
| ECPE-2D2022.10 | 94.96 | 55.5 | 75.23 | |
| EntailBackbone=RoBERTa-base, CSK usage=None2022.05 | 94.83 | 58.59 | 76.66 | |
| ECPE-MLLBackbone=RoBERTa-base, CSK usage=None2022.05 | 94.68 | 48.48 | 71.59 | |
| ECPE-MLL2022.10 | 94.68 | 48.48 | 71.59 | |
| KAGBackbone=RoBERTa-base, CSK usage=Included2022.05 | 94.49 | 55.52 | 75.02 | |
| Ours_largeConversational History=With (W/ CH), Backbone=RoBERTa-Large2022.03 | 90.48 | 70 | 80.24 | |
| Ours_baseConversational History=With (W/ CH), Backbone=RoBERTa-Base2022.03 | 89.75 | 68.59 | 79.17 | |
| DAMBackbone=RoBERTa_BASE2022.10 | 89.55 | 67.91 | 78.73 | |
| JOINT_largeConversational History=With (W/ CH), Backbone=RoBERTa-Large2022.03 | 89.16 | 68.3 | 78.73 | |
| JOINT_baseConversational History=With (W/ CH), Backbone=RoBERTa-Base2022.03 | 89.11 | 66.61 | 77.86 | |
| INDEP_baseConversational History=With (W/ CH), Backbone=RoBERTa-Base2022.03 | 88.74 | 64.28 | 76.51 | |
| SIMP_BASEBackbone=RoBERTa_BASE2022.10 | 88.74 | 64.28 | 76.51 | |
| INDEP_largeConversational History=With (W/ CH), Backbone=RoBERTa-Large2022.03 | 87.89 | 66.23 | 77.06 | |
| SIMP_LARGEBackbone=RoBERTa_LARGE2022.10 | 87.89 | 66.23 | 77.06 | |
| INDEP_largeConversational History=Without (W/O CH), Backbone=RoBERTa-Large2022.03 | 87.35 | 50.48 | 68.91 | |
| INDEP_baseConversational History=Without (W/O CH), Backbone=RoBERTa-Base2022.03 | 85.13 | 56.64 | 70.88 |