Sentence Alignment on WIKI-MANUAL (test)
89.3PrecisionOur CRF Aligner
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| Our CRF AlignerFine-tuning dataset=WIKI-MANUAL2020.05 | 89.3 | 81.6 | 85.3 | |
| BERT finetune + ParaAlignFine-tuning dataset=WIKI-MANUAL, additional alignment module=ParaAlign2020.05 | 86.6 | 82.4 | 84.5 | |
| BERT finetuneFine-tuning dataset=WIKI-MANUAL2020.05 | 86.3 | 82.4 | 84.3 | |
| BERT finetuneFine-tuning dataset=NEWSELA-MANUAL2020.05 | 80.6 | 78.8 | 79.6 | |
| MASSAlign2020.05 | 68.6 | 72.5 | 70.5 | |
| CATS2020.05 | 68.4 | 74.4 | 71.3 |