Research on the Construction of Low-Resource Parallel Corpus Based on Translation Plug-in Technology

Parallel corpora play a crucial role in the field of natural language processing, especially in tasks such as machine translation and cross-language information retrieval.However, with the increasing demand for more languages, the challenges are becoming increasingly apparent, especially for low-resource languages.The purpose of this paper is to summarize the current status of parallel corpus research, discuss the challenges faced by low-resource corpora, focus on plug-in-based translation techniques to automatically construct Chinese-Uyghur and Chinese-Kazakh parallel lexicons.And look forward to the future research direction.