Exploring Prompt Engineering with GPT Language Models for Document-Level Machine Translation: Insights and Findings
Yangjian Wu, Gang Yi Hu · 2023
This paper describes Lan-Bridge Translation systems for the WMT 2023 General Translation shared task.We participate in 2 directions: English to and from Chinese.With the emergence of large-scale models, various industries have undergone significant transformations, particularly in the realm of documentlevel machine translation.This has introduced a novel research paradigm that we have embraced in our participation in the WMT23 competition.Focusing on advancements in models such as GPT-3.5, we have undertaken numerous prompt-based experiments.Our objective is to achieve optimal human evaluation results for document-level machine translation, resulting in our submission of the final outcomes in the general track.