Latex Translation Guide

Python Usage

from latextrans import LatexTranslator

translator = LatexTranslator(
    source_lang="en",
    target_lang="zh",
    engine="google",  # or "deepl", "openai"
)

# Translate a file
translator.translate_file("paper.tex", "paper_zh.tex")

# Translate a string
result = translator.translate(
    r"The loss function $\mathcal{L}(\theta)$ is minimized "
    r"using gradient descent with learning rate $\eta$."
)
# Output preserves $\mathcal{L}(\theta)$ and $\eta$ untouched

MathTranslate Tool

# Install MathTranslate (specialized for math-heavy papers)
pip install mathtranslate

# Translate arXiv paper directly
translate_arxiv 2301.00001 -o translated.tex

# Translate local file
translate_tex paper.tex -o paper_translated.tex

MathTranslate Features

# Configuration
import mathtranslate

# Set translation backend
mathtranslate.config.set_translator("google")  # free
mathtranslate.config.set_translator("openai")  # higher quality

# Translate with customization
mathtranslate.translate(
    input_file="paper.tex",
    output_file="paper_zh.tex",
    source_lang="en",
    target_lang="zh-CN",
    threads=4,  # parallel translation
)

Manual Translation Tips

Protecting Math Environments

import re

def extract_and_protect(latex_text: str) -> tuple:
    """Extract math environments before translation."""
    math_pattern = r'(\$\$[\s\S]*?\$\$|\$[^$]+\$|\\begin\{equation\}[\s\S]*?\\end\{equation\}|\\begin\{align\}[\s\S]*?\\end\{align\})'

    placeholders = {}
    counter = [0]

    def replace_math(match):
        key = f"__MATH_{counter[0]}__"
        placeholders[key] = match.group(0)
        counter[0] += 1
        return key

    protected = re.sub(math_pattern, replace_math, latex_text)
    return protected, placeholders


def restore_math(translated: str, placeholders: dict) -> str:
    """Restore math environments after translation."""
    for key, value in placeholders.items():
        translated = translated.replace(key, value)
    return translated

Commands to Protect

% Always protect these:
\ref{...}      % Cross-references
\cite{...}     % Citations
\label{...}    % Labels
\eqref{...}    % Equation references
\url{...}      % URLs
\texttt{...}   % Code/monospace

% Math environments to protect:
$...$          % Inline math
$$...$$        % Display math
\[...\]        % Display math
\begin{equation}...\end{equation}
\begin{align}...\end{align}
\begin{theorem}...\end{theorem}  % Custom environments

Bilingual Output

% Create side-by-side bilingual document
\usepackage{paracol}

\begin{paracol}{2}
\switchcolumn[0]
The transformer architecture has become...

\switchcolumn[1]
Transformer架构已经成为...

\switchcolumn[0]
Self-attention computes $\text{Attention}(Q,K,V) = \text{softmax}(\frac{QK^T}{\sqrt{d_k}})V$

\switchcolumn[1]
自注意力计算 $\text{Attention}(Q,K,V) = \text{softmax}(\frac{QK^T}{\sqrt{d_k}})V$
\end{paracol}

Translation Backends

References

• LaTeXTrans
• PDFMathTranslate
• arXiv LaTeX Cleaner