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Machine Translation on DGT-TM de-en DGT-1M

69.99BLEU ScoreTMPLM
37.64646.04354.4462.837May 27, 2023

Evaluation results

MethodLinks
TMPLMModel Parameters=175B, Setting=Few-shot, k=5, Integration=LLM+TM2023.0569.99
WMT21 champion model + TMModel Parameters=4B, Integration=NMT+TM, Baseline source=Reheman et al. (2023)2023.0569.39
TMPLMModel Parameters=175B, Setting=One-shot, k=1, Integration=LLM+TM2023.0566.9
WMT19 champion model + TMModel Parameters=200M, Integration=NMT+TM, Baseline source=Reheman et al. (2023)2023.0554.03
WMT21 champion modelModel Parameters=4B, Integration=NMT Only2023.0551.62
WMT19 champion modelModel Parameters=200M, Integration=NMT Only2023.0545.4
davinci-003Model Parameters=175B, Setting=Zero-shot, Integration=LLM Only2023.0538.89