Cause Span Extraction on RECCON-IEMO (Fold 2)
46.2EMposMuTECCSE
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| MuTECCSETrain Fold=Fold3(DD), Conversational Context=With cc2022.11 | 46.2 | 20.18 | 76.64 | 98.31 | 94.47 | |
| MuTECCSETrain Fold=Fold2(DD), Conversational Context=With cc2022.11 | 43.52 | 20.69 | 77.71 | 98.01 | 94.21 | |
| Two StepTrain Fold=Fold3(DD), Conversational Context=With cc2022.11 | 36.48 | 23.12 | 59.05 | 97.36 | 93.41 | |
| MuTECCSETrain Fold=Fold3(DD), Conversational Context=Without cc2022.11 | 36.3 | 21.01 | 57.74 | 79.38 | 67.32 | |
| Two StepTrain Fold=Fold2(DD), Conversational Context=With cc2022.11 | 34.44 | 19.75 | 58.55 | 97.6 | 93.7 | |
| SpanBERTTrain Fold=Fold2(DD), Conversational Context=With cc2022.11 | 32.5 | — | 65.45 | 98.37 | 95.5 | |
| MuTECCSETrain Fold=Fold1 (DD), Causal Context=w/o CC2022.11 | 30.52 | 25.54 | 50.68 | 71.52 | 57.6 | |
| MuTECCSETrain Fold=Fold1 (DD), Causal Context=w/ CC2022.11 | 30.32 | 27.18 | 53.62 | 96.6 | 92.96 | |
| RoBERTa-baseTrain Fold=Fold2(DD), Conversational Context=With cc2022.11 | 30.28 | — | 59.14 | 99.43 | 94.58 | |
| MuTECCSETrain Fold=Fold2(DD), Conversational Context=Without cc2022.11 | 30.28 | 22.02 | 50.68 | 80.61 | 68.58 | |
| MuTECE2ETrain Fold=Fold1 (DD), Causal Context=w/ CC2022.11 | 30.11 | 15.2 | 52.75 | 96.23 | 92.57 | |
| Two StepTrain Fold=Fold2(DD), Conversational Context=Without cc2022.11 | 28.98 | 23.67 | 51.5 | 82.72 | 75.01 | |
| MuTECE2ETrain Fold=Fold1 (DD), Causal Context=w/o CC2022.11 | 26.78 | 28.31 | 47.32 | 76.23 | 56.95 | |
| Two StepTrain Fold=Fold3(DD), Conversational Context=Without cc2022.11 | 26.3 | 24.64 | 44.71 | 88.69 | 79.76 | |
| SpanBERTTrain Fold=Fold1 (DD), Causal Context=w/ CC2022.11 | 24.07 | — | 40.57 | 96.28 | 92.41 | |
| Two StepTrain Fold=Fold1 (DD), Causal Context=w/ CC2022.11 | 23.56 | 28.18 | 35.6 | 94.86 | 91.22 | |
| SpanBERTTrain Fold=Fold2(DD), Conversational Context=Without cc2022.11 | 22.13 | — | 38.84 | 90.37 | 82.49 | |
| Two StepTrain Fold=Fold1 (DD), Causal Context=w/o CC2022.11 | 18.56 | 26.86 | 34.12 | 87.8 | 76.52 | |
| SpanBERTTrain Fold=Fold1 (DD), Causal Context=w/o CC2022.11 | 16.2 | — | 30.22 | 88.63 | 79.8 | |
| RoBERTa-baseTrain Fold=Fold2(DD), Conversational Context=Without cc2022.11 | 15.93 | — | 31.74 | 92.93 | 86.5 | |
| RoBERTa-baseTrain Fold=Fold1 (DD), Causal Context=w/ CC2022.11 | 10.93 | — | 28.26 | 95.49 | 90.85 | |
| RoBERTa-baseTrain Fold=Fold1 (DD), Causal Context=w/o CC2022.11 | 9.81 | — | 18.59 | 92.18 | 85.41 |