With the development of machine translation technology,automatic pre-editing has attracted increasing research attention for its important role in improving translation quality and efficiency.This study utilizes UAM C...With the development of machine translation technology,automatic pre-editing has attracted increasing research attention for its important role in improving translation quality and efficiency.This study utilizes UAM Corpus Tool 3.0 to annotate and categorize 99 key publications between 1992 and 2024,tracing the research paths and technological evolution of automatic pre-translation editing.The study finds that current approaches can be classified into four categories:controlled language-based approaches,text simplification approaches,interlingua-based approaches,and large language model-driven approaches.By critically examining their technical features and applicability in various contexts,this review aims to provide valuable insights to guide the future optimization and expansion of pre-translation editing systems.展开更多
In the process of machine translation,pre-editing is a crucial step,which can help reduce the cost of post-translation editing and improve the quality of machine translation.By sorting out and reviewing the relevant l...In the process of machine translation,pre-editing is a crucial step,which can help reduce the cost of post-translation editing and improve the quality of machine translation.By sorting out and reviewing the relevant literature about pre-editing of machine translation,this paper summarizes the previous researches on pre-editing of machine translation from three aspects:the theoretical framework,automated and semi-automated pre-translation editing and evaluation of pre-translation editing effect.The possible development direction of pre-translation edting is also put forward.展开更多
基金supported by Chunhui Collaborative Research Project funded by the Ministry of Education of China[Grant No.202200490]Humanities and Social Sciences Research Project funded by the Ministry of Education of China[Grant No.23YJAZH139].
文摘With the development of machine translation technology,automatic pre-editing has attracted increasing research attention for its important role in improving translation quality and efficiency.This study utilizes UAM Corpus Tool 3.0 to annotate and categorize 99 key publications between 1992 and 2024,tracing the research paths and technological evolution of automatic pre-translation editing.The study finds that current approaches can be classified into four categories:controlled language-based approaches,text simplification approaches,interlingua-based approaches,and large language model-driven approaches.By critically examining their technical features and applicability in various contexts,this review aims to provide valuable insights to guide the future optimization and expansion of pre-translation editing systems.
文摘In the process of machine translation,pre-editing is a crucial step,which can help reduce the cost of post-translation editing and improve the quality of machine translation.By sorting out and reviewing the relevant literature about pre-editing of machine translation,this paper summarizes the previous researches on pre-editing of machine translation from three aspects:the theoretical framework,automated and semi-automated pre-translation editing and evaluation of pre-translation editing effect.The possible development direction of pre-translation edting is also put forward.
