Cause Span Extraction on RECCON-DD (Fold 1)
37.43EMposMuTECCSE
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| MuTECCSETrain Fold=Fold3(DD), Conversational Context=Without cc2022.11 | 37.43 | 80.75 | 66.21 | 53.7 | 45.76 | |
| RoBERTa-baseTrain Fold=Fold3(DD), Conversational Context=With cc2022.11 | 37.22 | — | 69.64 | 0.9 | 18.59 | |
| MuTECCSETrain Fold=Fold1 (DD), Causal Context=w/ CC2022.11 | 36.87 | 83.42 | 66.92 | 73.89 | 62.9 | |
| MuTECCSETrain Fold=Fold1 (DD), Causal Context=w/o CC2022.11 | 36.29 | 82.54 | 62.12 | 61.86 | 53.76 | |
| RoBERTa-baseTrain Fold=Fold2(DD), Conversational Context=With cc2022.11 | 36.06 | — | 65.04 | 0.19 | 17.12 | |
| Two StepTrain Fold=Fold2(DD), Conversational Context=With cc2022.11 | 35.8 | 76.13 | 66.38 | 0.75 | 17.68 | |
| MuTECE2ETrain Fold=Fold1 (DD), Causal Context=w/ CC2022.11 | 35.78 | 82.02 | 64.11 | 75.41 | 63.24 | |
| MuTECE2ETrain Fold=Fold1 (DD), Causal Context=w/o CC2022.11 | 35.47 | 80.12 | 61.74 | 64.87 | 55.74 | |
| MuTECCSETrain Fold=Fold2(DD), Conversational Context=Without cc2022.11 | 35.06 | 79.72 | 64.1 | 60.86 | 50.87 | |
| SpanBERTTrain Fold=Fold1 (DD), Causal Context=w/ CC2022.11 | 34.64 | — | 60 | 86.02 | 75.71 | |
| Two StepTrain Fold=Fold1 (DD), Causal Context=w/ CC2022.11 | 34.22 | 82.12 | 58.9 | 83.12 | 72.13 | |
| MuTECCSETrain Fold=Fold3(DD), Conversational Context=With cc2022.11 | 34.16 | 84.44 | 64.29 | 2.41 | 17.75 | |
| SpanBERTTrain Fold=Fold1 (DD), Causal Context=w/o CC2022.11 | 33.26 | — | 57.03 | 80.03 | 69.78 | |
| RoBERTa-baseTrain Fold=Fold2(DD), Conversational Context=Without cc2022.11 | 33.26 | — | 58.44 | 71.29 | 60.45 | |
| Two StepTrain Fold=Fold3(DD), Conversational Context=Without cc2022.11 | 32.37 | 78.11 | 59.15 | 67.5 | 56.1 | |
| SpanBERTTrain Fold=Fold2(DD), Conversational Context=Without cc2022.11 | 32.31 | — | 58.61 | 72.52 | 61.7 | |
| MuTECCSETrain Fold=Fold2(DD), Conversational Context=With cc2022.11 | 32.15 | 78.19 | 61.31 | 2.19 | 16.89 | |
| Two StepTrain Fold=Fold1 (DD), Causal Context=w/o CC2022.11 | 32.11 | 80.43 | 53.44 | 81.87 | 67.54 | |
| SpanBERTTrain Fold=Fold3(DD), Conversational Context=With cc2022.11 | 31.94 | — | 60.81 | 0.15 | 16 | |
| RoBERTa-baseTrain Fold=Fold1 (DD), Causal Context=w/ CC2022.11 | 31.63 | — | 58.17 | 85.85 | 75.45 | |
| Two StepTrain Fold=Fold2(DD), Conversational Context=Without cc2022.11 | 31.57 | 76.78 | 55.61 | 79.63 | 68.12 | |
| SpanBERTTrain Fold=Fold2(DD), Conversational Context=With cc2022.11 | 31.52 | — | 60.81 | 0.67 | 16.19 | |
| Two StepTrain Fold=Fold3(DD), Conversational Context=With cc2022.11 | 31.36 | 76.13 | 61.63 | 0.71 | 16.35 | |
| SpanBERTTrain Fold=Fold3(DD), Conversational Context=Without cc2022.11 | 30.62 | — | 54.96 | 75.49 | 64.46 | |
| RoBERTa-baseTrain Fold=Fold3(DD), Conversational Context=Without cc2022.11 | 28.72 | — | 51.32 | 75.55 | 64.31 | |
| RoBERTa-baseTrain Fold=Fold1 (DD), Causal Context=w/o CC2022.11 | 26.82 | — | 45.99 | 84.55 | 73.82 |