Word Alignment on EuroParl en-de, en-fr, en-hi, en-ro WPT2003, WPT2005
16.49AER (en-de)XLM-E
Evaluation Results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| XLM-EAlignment Method=optimal transport, Representation Layer=92021.06 | 16.49 | 6.19 | 30.2 | 24.41 | 19.32 | |
| XLM-ALIGNAlignment Method=optimal transport2021.06 | 16.63 | 6.61 | 33.98 | 26.97 | 21.05 | |
| Optimal TransportPretrained Model=XLM-ALIGN, Layer=82021.06 | 16.63 | 6.61 | 33.98 | 26.97 | 21.05 | |
| XLM-RAlignment Method=optimal transport2021.06 | 17.74 | 7.54 | 37.79 | 27.49 | 22.64 | |
| Optimal TransportPretrained Model=XLM-R, Layer=82021.06 | 17.74 | 7.54 | 37.79 | 27.49 | 22.64 | |
| XLM-E (w/o TRTD)Alignment Method=optimal transport, TRTD=false2021.06 | 17.87 | 6.29 | 35.02 | 30.22 | 22.35 | |
| SimAlign (reimplementation)Pretrained Model=XLM-ALIGN, Layer=82021.06 | 18.93 | 10.33 | 33.84 | 27.09 | 22.55 | |
| SimAlign - ArgmaxPretrained Model=XLM-R, Layer=82021.06 | 19.1 | 7.1 | 39.1 | 31.1 | 24.1 | |
| SimAlign - ItermaxPretrained Model=XLM-R, Layer=82021.06 | 20.1 | 9.1 | 39.1 | 28.1 | 24.1 | |
| SimAlign - Itermax (reimplementation)Pretrained Model=XLM-R, Layer=82021.06 | 20.15 | 10.05 | 38.72 | 27.41 | 24.08 | |
| fast_alignAlignment Method=fast_align2021.06 | 32.14 | 19.46 | 59.9 | — | — | |
| fast_alignPretrained Model=None2021.06 | 32.14 | 19.46 | 59.9 | — | — |