Protected Terms - DO NOT Modify

These terms should NEVER be modified without explicit permission.

Technical Terms (Keep as-is)

Machine Learning

• Transformer, BERT, GPT, ResNet, VGG
• Attention mechanism, Self-attention
• Backpropagation, Gradient descent
• Batch normalization, Layer normalization
• Dropout, Regularization

Mathematics

• Variables: x, y, z, θ, α, β, γ
• Sets: ℝ, ℕ, ℤ
• Operations: ∑, ∏, ∫, ∂
• Relations: ∈, ⊂, ∀, ∃

Domain-Specific

• User-defined technical terms
• Algorithm names
• Dataset names
• Benchmark names

LaTeX Environments - NEVER Parse

% Never modify content inside these:
\begin{equation} ... \end{equation}
\begin{align} ... \end{align}
\begin{gather} ... \end{gather}
$...$ (inline math)
\[...\] (display math)

Citation Commands - NEVER Modify

\cite{key}
\citep{key}
\citet{key}
\parencite{key}
\textcite{key}
\ref{label}
\eqref{label}
\label{label}

Algorithm Content

\begin{algorithm}
\begin{algorithmic}
% All content here is protected
\end{algorithmic}
\end{algorithm}

\begin{figure}
% If the figure contains pseudocode, keep its algorithmic content protected
\end{figure}

Also preserve algorithmic-family commands such as:

\Require
\Ensure
\State
\Statex
\Comment
\LComment
\Procedure
\Function
\KwIn
\KwOut

Code Listings

\begin{lstlisting}
% Code is protected
\end{lstlisting}

\begin{verbatim}
% Verbatim content is protected
\end{verbatim}

User-Defined Protected Terms

Add project-specific terms here:

• [Add your protected terms]
• [One per line]