Sentence extraction on Scientific papers Full-Text
79.87AccuracyContext-enhanced Transformer
Evaluation results
| Method | Links | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| Context-enhanced Transformer2026.06 | 79.87 | 73.5 | 73.05 | 72.98 | 62.06 | 67.24 | 74.12 | 88.48 | |
| Concatenation model2026.06 | 79.16 | 72.46 | 73.16 | 72.54 | 61.67 | 67.4 | 73.13 | 87.97 | |
| PLM-BiLSTM-TRANS2026.06 | 78.98 | 72.61 | 72.53 | 72.21 | 60.62 | 67.11 | 73.3 | 87.79 | |
| PLM-BiLSTM-ATT2026.06 | 78.77 | 72.39 | 71.05 | 71.46 | 60.14 | 66.17 | 71.56 | 87.95 | |
| Sequential model2026.06 | 68.21 | 61.38 | 49.84 | 49.81 | 15.16 | 47.8 | 54.67 | 81.59 |