Cause Span Extraction on RECCON-DD (Fold 2)
42.56EMposMuTECCSE
Evaluation Results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| MuTECCSETrain Fold=Fold2(DD), Conversational Context=With cc2022.11 | 42.56 | 78.3 | 74.62 | 99.91 | 92.31 | |
| SpanBERTTrain Fold=Fold2(DD), Conversational Context=With cc2022.11 | 41.97 | — | 74.85 | 99.94 | 92.43 | |
| RoBERTa-baseTrain Fold=Fold2(DD), Conversational Context=With cc2022.11 | 41.61 | — | 73.57 | 99.98 | 92.04 | |
| Two StepTrain Fold=Fold2(DD), Conversational Context=With cc2022.11 | 41.29 | 80.09 | 74.31 | 99.95 | 92.23 | |
| MuTECCSETrain Fold=Fold3(DD), Conversational Context=With cc2022.11 | 41.24 | 71.26 | 74.31 | 99.9 | 92.23 | |
| Two StepTrain Fold=Fold3(DD), Conversational Context=With cc2022.11 | 40.34 | 79.09 | 74.55 | 99.93 | 92.27 | |
| MuTECCSETrain Fold=Fold3(DD), Conversational Context=Without cc2022.11 | 37.43 | 79.49 | 66.21 | 76.24 | 65.53 | |
| MuTECCSETrain Fold=Fold1 (DD), Causal Context=w/ CC2022.11 | 36.1 | 69.16 | 66.04 | 96.88 | 89.73 | |
| MuTECCSETrain Fold=Fold1 (DD), Causal Context=w/o CC2022.11 | 35.94 | 81.24 | 62.42 | 64.2 | 54.18 | |
| MuTECE2ETrain Fold=Fold1 (DD), Causal Context=w/o CC2022.11 | 35.78 | 75.56 | 61.22 | 64.56 | 53.48 | |
| Two StepTrain Fold=Fold2(DD), Conversational Context=Without cc2022.11 | 35.37 | 79.95 | 63.13 | 86.17 | 75.81 | |
| MuTECE2ETrain Fold=Fold1 (DD), Causal Context=w/ CC2022.11 | 35.28 | 72.87 | 64.21 | 95.39 | 88.47 | |
| MuTECCSETrain Fold=Fold2(DD), Conversational Context=Without cc2022.11 | 35.06 | 79.77 | 64.1 | 81.91 | 71.05 | |
| Two StepTrain Fold=Fold1 (DD), Causal Context=w/ CC2022.11 | 34.24 | 76.82 | 61.66 | 94.78 | 87.08 | |
| SpanBERTTrain Fold=Fold1 (DD), Causal Context=w/o CC2022.11 | 33.26 | — | 57.03 | 84.02 | 74.8 | |
| RoBERTa-baseTrain Fold=Fold2(DD), Conversational Context=Without cc2022.11 | 33.26 | — | 58.44 | 90.14 | 82.19 | |
| RoBERTa-baseTrain Fold=Fold1 (DD), Causal Context=w/ CC2022.11 | 32.95 | — | 59.02 | 95.36 | 87.63 | |
| Two StepTrain Fold=Fold1 (DD), Causal Context=w/o CC2022.11 | 32.43 | 81.13 | 54.24 | 83.98 | 73.04 | |
| SpanBERTTrain Fold=Fold1 (DD), Causal Context=w/ CC2022.11 | 32.37 | — | 57.04 | 95.01 | 87 | |
| Two StepTrain Fold=Fold3(DD), Conversational Context=Without cc2022.11 | 32.37 | 79.44 | 58.95 | 87.36 | 77.24 | |
| SpanBERTTrain Fold=Fold2(DD), Conversational Context=Without cc2022.11 | 32.31 | — | 58.61 | 90.2 | 82.29 | |
| RoBERTa-baseTrain Fold=Fold1 (DD), Causal Context=w/o CC2022.11 | 26.82 | — | 45.99 | 83.52 | 72.66 |