Monolingual Word Alignment on MultiMWA-Wiki
99.5PrecisionPipelineAligner
Evaluation results
| Method | Links | ||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|
| PipelineAlignerTraining Dataset=MultiMWA-MTRef Sure+Poss2021.06 | 99.5 | 94.9 | 97.1 | 53.4 | 99.6 | 66.2 | 99.6 | 60 | 99.6 | 62.9 | |
| PipelineAligner2021.06 | 99.5 | 94.9 | 97.1 | 53.4 | 99.6 | 66.2 | 99.6 | 60 | 99.6 | 62.9 | |
| JacanaToken2021.06 | 98.8 | 95.7 | 97.2 | 59.8 | 99.3 | 77.1 | 99.5 | 71.6 | 99.4 | 74.3 | |
| Neural semi-CRF Aligner2021.06 | 97.7 | 97.5 | 97.6 | 68.5 | 99.6 | 82.8 | 99.7 | 80.8 | 99.7 | 81.8 | |
| QA-based Aligner2021.06 | 97.4 | 97.9 | 97.6 | 67.4 | 99.5 | 82.3 | 99.8 | 81.9 | 99.7 | 82.1 | |
| Neural semi-CRF AlignerTraining Dataset=MultiMWA-MTRef Sure+Poss2021.06 | 97.2 | 97.6 | 97.4 | 64.8 | 99.6 | 80.4 | 99.5 | 79.5 | 99.5 | 79.9 | |
| Neural CRF Aligner2021.06 | 96.5 | 97.6 | 97.1 | 63.5 | 99.3 | 80.6 | 99.6 | 80.6 | 99.4 | 80.6 | |
| QA-based AlignerTraining Dataset=MultiMWA-MTRef Sure+Poss2021.06 | 96.1 | 98.2 | 97.2 | 57.8 | 99.3 | 76.2 | 99.8 | 78.3 | 99.5 | 77.3 | |
| Neural CRF AlignerTraining Dataset=MultiMWA-MTRef Sure+Poss2021.06 | 96.1 | 98 | 97 | 52.1 | 99.1 | 70.5 | 99.9 | 71.9 | 94.5 | 71.2 | |
| JacanaTokenTraining Dataset=MultiMWA-MTRef Sure+Poss2021.06 | 94.7 | 96.9 | 95.8 | 33.3 | 98.4 | 51.2 | 99.9 | 50.1 | 99.2 | 50.6 | |
| JacanaPhraseTraining Dataset=MultiMWA-MTRef Sure+Poss2021.06 | 92.9 | 96.9 | 94.9 | 28 | 98.5 | 44.9 | 99.8 | 49.6 | 99.1 | 47.1 | |
| JacanaPhrase2021.06 | 92.8 | 97 | 94.9 | 22.4 | 98.5 | 44.4 | 99.8 | 49.1 | 99.2 | 46.6 |