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Machine Translation on JRC-A en-de

57.3BLEU ScoreTMPLM
28.731236.148143.56550.9819May 27, 2023

Evaluation results

MethodLinks
TMPLMModel Parameters=175B, Setting=Few-shot, k=5, Integration=LLM+TM2023.0557.3
WMT21 champion model + TMModel Parameters=4B, Integration=NMT+TM, Baseline source=Reheman et al. (2023)2023.0556.21
TMPLMModel Parameters=175B, Setting=One-shot, k=1, Integration=LLM+TM2023.0555.01
WMT19 champion model + TMModel Parameters=200M, Integration=NMT+TM, Baseline source=Reheman et al. (2023)2023.0543.41
WMT21 champion modelModel Parameters=4B, Integration=NMT Only2023.0541.71
WMT19 champion modelModel Parameters=200M, Integration=NMT Only2023.0540.1
davinci-003Model Parameters=175B, Setting=Zero-shot, Integration=LLM Only2023.0529.83