List your company
ResearchFormerly WizWand

Word Alignment on RWTH Gold Alignment de-en (test)

0.15AERMLP word aligner
0.12120.31560.510.7044Jan 1, 2021Sep 10, 2021May 20, 2022Jan 27, 2023Oct 6, 2023Jun 14, 2024Feb 21, 2025
Updated 8mo ago

Evaluation results

MethodLinks
MLP word alignerBitext Supervision=Not required, Unsupervised bitext construction=true2021.010.15
Garg et al.Bitext Supervision=Required2021.010.16
SimAlign (CRISS-argmax)Backbone=CRISS, Alignment Mode=argmax, Bitext Supervision=Not required, Unsupervised bitext construction=true2021.010.17
SimAlign (CRISS-itermax)Backbone=CRISS, Alignment Mode=itermax, Bitext Supervision=Not required, Unsupervised bitext construction=true2021.010.18
SimAlign (XLM-R-argmax)Backbone=XLM-R, Alignment Mode=argmax, Bitext Supervision=Not required2021.010.19
SimAlign (mBART-argmax)Backbone=mBART, Alignment Mode=argmax, Bitext Supervision=Not required2021.010.2
Zenkel et al.Bitext Supervision=Required2021.010.21
GIZA++Bitext Supervision=Required2021.010.22
fast_alignBitext Supervision=Required2021.010.3
LATIM (l2)Model=Mamba-1, Size=370M (Large)2025.020.44
LATIM (l2)Model=Mamba-1, Size=130M (Small)2025.020.46
MambaLRPModel=Mamba-1, Size=370M (Large)2025.020.47
LATIM (l2)Model=Mamba-2, Size=130M (Small)2025.020.49
MambaLRPModel=Mamba-1, Size=130M (Small)2025.020.5
LATIM (ALTI)Model=Mamba-2, Size=130M (Small)2025.020.51
LATIM (ALTI)Model=Mamba-2, Size=370M (Large)2025.020.51
LATIM (l2)Model=Mamba-2, Size=370M (Large)2025.020.52
LATIM (ALTI)Model=Mamba-1, Size=370M (Large)2025.020.54
LATIM (ALTI)Model=Mamba-1, Size=130M (Small)2025.020.55
LATIM (ALTI-Logit)Model=Mamba-2, Size=130M (Small)2025.020.63
LATIM (ALTI-Logit)Model=Mamba-1, Size=130M (Small)2025.020.68
LATIM (ALTI-Logit)Model=Mamba-1, Size=370M (Large)2025.020.69
LATIM (ALTI-Logit)Model=Mamba-2, Size=370M (Large)2025.020.69
Mamba-AttributionModel=Mamba-2, Size=370M (Large)2025.020.7
Mamba-AttributionModel=Mamba-2, Size=130M (Small)2025.020.78
Mamba-AttentionModel=Mamba-1, Size=130M (Small)2025.020.84
Mamba-AttentionModel=Mamba-2, Size=130M (Small)2025.020.84
Mamba-AttentionModel=Mamba-1, Size=370M (Large)2025.020.85
Mamba-AttentionModel=Mamba-2, Size=370M (Large)2025.020.85
Mamba-AttributionModel=Mamba-1, Size=130M (Small)2025.020.86
Mamba-AttributionModel=Mamba-1, Size=370M (Large)2025.020.87