Sentence alignment on WIKI-MANUAL (dev)
92.4PrecisionOur CRF Aligner
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| Our CRF AlignerFine-tuning dataset=WIKI-MANUAL2020.05 | 92.4 | 85.8 | 89 | |
| BERT finetune + ParaAlignFine-tuning dataset=WIKI-MANUAL, additional alignment module=ParaAlign2020.05 | 88.6 | 85.4 | 87 | |
| BERT finetuneFine-tuning dataset=WIKI-MANUAL2020.05 | 87.9 | 85.4 | 86.6 | |
| BERT finetuneFine-tuning dataset=NEWSELA-MANUAL2020.05 | 82.6 | 83.9 | 83.2 | |
| MASSAlign2020.05 | 72.9 | 79.5 | 76.1 | |
| CATS2020.05 | 65.6 | 82.7 | 73.2 |