Argument Impact Classification on Kialo (test)
65.67PrecisionSVM
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| SVM2021.06 | 65.67 | 38.58 | 35.42 | |
| Interval-RoBERTaBackbone=RoBERTa2021.06 | 58.31 | 56.46 | 56.61 | |
| Flat-RoBERTaBackbone=RoBERTa2021.06 | 58.11 | 56.4 | 56.69 | |
| DISCOC2021.06 | 57.9 | 59.41 | 58.36 | |
| Interval-XLNetBackbone=XLNet2021.06 | 57.54 | 56.78 | 56.52 | |
| Flat-BERTBackbone=BERT2021.06 | 57.34 | 57.07 | 56.75 | |
| Context-RoBERTaBackbone=RoBERTa2021.06 | 57.28 | 55.29 | 55.83 | |
| BERT2021.06 | 57.19 | 55.77 | 55.98 | |
| Flat-XLNetBackbone=XLNet2021.06 | 55.86 | 56.2 | 55.57 | |
| HAN-RoBERTaBackbone=RoBERTa2021.06 | 55.71 | 55.95 | 55.49 | |
| Interval-BERTBackbone=BERT2021.06 | 55.56 | 55.52 | 55.34 | |
| Memory-XLNetBackbone=XLNet2021.06 | 55.44 | 55.45 | 54.91 | |
| Memory-RoBERTaBackbone=RoBERTa2021.06 | 55.08 | 55.55 | 54.76 | |
| Context-XLNetBackbone=XLNet2021.06 | 54.56 | 56.28 | 55.1 | |
| Memory-BERTBackbone=BERT2021.06 | 54.33 | 57.57 | 55.22 | |
| HAN-XLNetBackbone=XLNet2021.06 | 53.91 | 55.56 | 54.53 | |
| HAN-BERTBackbone=BERT2021.06 | 53.72 | 53.45 | 53.46 | |
| Context-BERTBackbone=BERT2021.06 | 51.96 | 56.09 | 55.44 | |
| HAN-BiLSTMBackbone=BiLSTM2021.06 | 51.93 | 49.08 | 50 | |
| BiLSTM2021.06 | 46.94 | 46.64 | 46.51 | |
| Majority2021.06 | 19.43 | 33.33 | 24.55 |