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Machine Translation on DGT-TM en-de 1M

62.02BLEUTMPLM
27.679236.594645.5154.4254May 27, 2023

Evaluation results

MethodLinks
TMPLMModel Parameters=175B, Setting=Few-shot, k=5, Integration=LLM+TM2023.0562.02
WMT21 champion model + TMModel Parameters=4B, Integration=NMT+TM, Baseline source=Reheman et al. (2023)2023.0560.09
TMPLMModel Parameters=175B, Setting=One-shot, k=1, Integration=LLM+TM2023.0557.39
WMT19 champion model + TMModel Parameters=200M, Integration=NMT+TM, Baseline source=Reheman et al. (2023)2023.0544.77
WMT21 champion modelModel Parameters=4B, Integration=NMT Only2023.0542.48
WMT19 champion modelModel Parameters=200M, Integration=NMT Only2023.0539.03
davinci-003Model Parameters=175B, Setting=Zero-shot, Integration=LLM Only2023.0529