Cause Span Extraction on RECCON-DD (Fold 3)
42.61EMposSpanBERT
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| SpanBERTTrain Fold=Fold3(DD), Conversational Context=With cc2022.11 | 42.61 | — | 75.36 | 99.93 | 92.46 | |
| MuTECCSETrain Fold=Fold2(DD), Conversational Context=With cc2022.11 | 42.56 | 79.15 | 74.62 | 99.75 | 92.09 | |
| Two StepTrain Fold=Fold2(DD), Conversational Context=With cc2022.11 | 41.29 | 80.09 | 74.31 | 99.79 | 92.01 | |
| RoBERTa-baseTrain Fold=Fold3(DD), Conversational Context=With cc2022.11 | 41.29 | — | 74.95 | 99.94 | 92.44 | |
| MuTECCSETrain Fold=Fold3(DD), Conversational Context=With cc2022.11 | 41.02 | 92.52 | 75.08 | 99.8 | 92.29 | |
| Two StepTrain Fold=Fold3(DD), Conversational Context=With cc2022.11 | 40.34 | 81.12 | 74.55 | 99.85 | 92.16 | |
| MuTECCSETrain Fold=Fold3(DD), Conversational Context=Without cc2022.11 | 37.43 | 80.49 | 66.21 | 74.62 | 63.99 | |
| MuTECCSETrain Fold=Fold1 (DD), Causal Context=w/ CC2022.11 | 36.1 | 86.12 | 66.04 | 96.85 | 88.2 | |
| MuTECCSETrain Fold=Fold1 (DD), Causal Context=w/o CC2022.11 | 35.94 | 80.57 | 62.42 | 62.1 | 51.06 | |
| MuTECE2ETrain Fold=Fold1 (DD), Causal Context=w/o CC2022.11 | 35.78 | 81.34 | 61.22 | 63.35 | 52.74 | |
| Two StepTrain Fold=Fold2(DD), Conversational Context=Without cc2022.11 | 35.37 | 79.95 | 63.13 | 83.13 | 72.59 | |
| MuTECE2ETrain Fold=Fold1 (DD), Causal Context=w/ CC2022.11 | 35.28 | 80.19 | 64.21 | 96.48 | 87.96 | |
| MuTECCSETrain Fold=Fold2(DD), Conversational Context=Without cc2022.11 | 35.06 | 79.85 | 64.1 | 79.23 | 68.25 | |
| Two StepTrain Fold=Fold1 (DD), Causal Context=w/ CC2022.11 | 34.24 | 84.14 | 61.66 | 96.44 | 86.8 | |
| SpanBERTTrain Fold=Fold1 (DD), Causal Context=w/o CC2022.11 | 33.26 | — | 57.03 | 79.65 | 69.83 | |
| RoBERTa-baseTrain Fold=Fold1 (DD), Causal Context=w/ CC2022.11 | 32.95 | — | 59.02 | 95.37 | 87.65 | |
| Two StepTrain Fold=Fold1 (DD), Causal Context=w/o CC2022.11 | 32.43 | 81.13 | 54.24 | 79.9 | 66.88 | |
| Two StepTrain Fold=Fold3(DD), Conversational Context=Without cc2022.11 | 32.37 | 79.44 | 58.95 | 86.66 | 76.34 | |
| SpanBERTTrain Fold=Fold1 (DD), Causal Context=w/ CC2022.11 | 32.31 | — | 56.99 | 94.92 | 86.87 | |
| SpanBERTTrain Fold=Fold3(DD), Conversational Context=Without cc2022.11 | 30.62 | — | 54.96 | 89.41 | 81.21 | |
| RoBERTa-baseTrain Fold=Fold3(DD), Conversational Context=Without cc2022.11 | 28.72 | — | 51.32 | 90.06 | 82.11 | |
| RoBERTa-baseTrain Fold=Fold1 (DD), Causal Context=w/o CC2022.11 | 26.82 | — | 45.99 | 81.5 | 70.26 |