automatic-doc-translation

Language Model Based Translation of Julia Documentation

Difficulty Level

Advanced

Advisor

Jun Tian, Jinguo Liu (cacate0129@gmail.com)

Project Description

The goal of this project is to design and implement a language model-based framework for translating the Julia documentation from English to Chinese. The objective is to minimize human effort required to keep the documentation up-to-date.

References

• The translation guide: https://github.com/JuliaCN/JuliaZH.jl

Project Output Standards

Required Output

• Design and implement the above-mentioned framework.

Optional Outputs

• Generalize the above framework from Chinese to other human languages.
• Generalize the above framework to Julia blogs.
• Generalize the above framework from Julia language to other programming languages.

Technical Requirements

• Familiarity with language models is required.
• No Julia language skills are required.