Word Alignment on Romanian-English (Ro-En) (test)
21AERSHIFTAET
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| SHIFTAETAlignment Training Status=With Alignment Training2022.04 | 21 | — | — | — | |
| POSTALNAlignment Training Status=With Alignment Training2022.04 | 21 | — | — | — | |
| POSTALNDelay=02022.04 | 21.8 | — | — | — | |
| MLP word alignerBitext Supervision=Not required, Unsupervised bitext construction=true2021.01 | 22 | — | — | — | |
| SHIFTAETDelay=+12022.04 | 22.4 | — | — | — | |
| Garg et al.Bitext Supervision=Required2021.01 | 23 | — | — | — | |
| SimAlign (CRISS-itermax)Backbone=CRISS, Alignment Mode=itermax, Bitext Supervision=Not required, Unsupervised bitext construction=true2021.01 | 23 | — | — | — | |
| SHIFTATTAlignment Training Status=No Alignment Training2022.04 | 24.3 | — | — | — | |
| SimAlign (CRISS-argmax)Backbone=CRISS, Alignment Mode=argmax, Bitext Supervision=Not required, Unsupervised bitext construction=true2021.01 | 25 | — | — | — | |
| NNSAheuristic=gdfa, ensemble=true2016.06 | 26 | 73 | 74.5 | 73.7 | |
| GIZA++Alignment Training Status=Statistical2022.04 | 26.3 | — | — | — | |
| PRIORATTAlignment Training Status=With Alignment Training2022.04 | 26.3 | — | — | — | |
| SHIFTATTDelay=+12022.04 | 26.9 | — | — | — | |
| NNSAheuristic=gdfa, ensemble=false2016.06 | 27 | 74.1 | 71.8 | 73 | |
| GIZA++Delay=End2022.04 | 27.6 | — | — | — | |
| Zenkel et al.Bitext Supervision=Required2021.01 | 28 | — | — | — | |
| SimAlign (XLM-R-argmax)Backbone=XLM-R, Alignment Mode=argmax, Bitext Supervision=Not required2021.01 | 29 | — | — | — | |
| SimAlign (mBART-argmax)Backbone=mBART, Alignment Mode=argmax, Bitext Supervision=Not required2021.01 | 29 | — | — | — | |
| PRIORATTDelay=02022.04 | 29.3 | — | — | — | |
| OTTAWABackbone=mBERT2024.06 | 30 | — | — | — | |
| NNSAensemble=false2016.06 | 30.2 | 75.1 | 65.2 | 69.8 | |
| PMIAlignBackbone=mBERT2024.06 | 31 | — | — | — | |
| NNSAensemble=true2016.06 | 31.3 | 75.8 | 62.8 | 68.7 | |
| NAIVEATTAlignment Training Status=No Alignment Training2022.04 | 31.4 | — | — | — | |
| Baselineheuristic=gdfa2016.06 | 32 | 69.5 | 66.5 | 68 | |
| GIZA++Bitext Supervision=Required2021.01 | 32 | — | — | — | |
| fast_alignBitext Supervision=Required2021.01 | 32 | — | — | — | |
| FastAlignAlignment Training Status=Statistical2022.04 | 32.1 | — | — | — | |
| FastAlignDelay=End2022.04 | 33.8 | — | — | — | |
| SimAlignBackbone=mBERT2024.06 | 34 | — | — | — | |
| POTBackbone=mBERT2024.06 | 34 | — | — | — | |
| Baseline2016.06 | 34.8 | 70 | 61 | 65.2 | |
| NAIVEATTDelay=02022.04 | 37.3 | — | — | — | |
| OTBackbone=mBERT2024.06 | 39 | — | — | — |