latex_figure_context_extractor_mapper#

Extracts figures and their citing context from LaTeX source.

This operator parses figure environments from a paper’s LaTeX source, extracts each figure’s caption, label, and image path(s), and finds the prose paragraphs that cite each figure. It fans out one paper row into N figure rows (one per figure or subfigure). Samples that contain no figures with images are dropped from the output. Supported figure environments: figure, figure*, wrapfigure, subfigure (environment), \subfigure (command), \subfloat (command, subfig package). Supported caption commands: \caption, \caption*, \subcaption, \captionof{figure}. Figures without \includegraphics are skipped. Subfigures inherit citing paragraphs from their parent figure’s label. When building citing paragraphs, float/display environments (figures, tables, tabulars, equations, algorithms, etc.) are stripped so only prose text is searched.

Note: This operator expects the full LaTeX source as a single string. It does not resolve \input or \include directives. If your documents span multiple .tex files, concatenate them into a single text field before applying this mapper.

从LaTeX源码中提取图片及其引用上下文。

该算子解析论文LaTeX源码中的figure环境，提取每个图片的标题、标签和图片路径，并找到引用该图片的段落文本。它将一行论文数据展开为N行图片数据（每个图片或子图一行）。不包含带图片的figure环境的样本将被丢弃。 支持的图片环境：figure、figure*、wrapfigure、subfigure（环境）、\subfigure（命令）、\subfloat（命令，subfig宏包）。支持的标题命令：\caption、\caption*、\subcaption、\captionof{figure}。没有\includegraphics的图片会被跳过。子图会继承父图标签的引用段落。构建引用段落时，浮动/展示环境（图片、表格、公式、算法等）会被去除，仅在正文文本中搜索。

注意： 该算子要求完整的LaTeX源码作为单个字符串输入。它不会解析\input或\include指令。如果您的文档分散在多个.tex文件中，请在使用此算子之前将它们合并到一个文本字段中。

Type 算子类型: mapper

Tags 标签: cpu, text

🔧 Parameter Configuration 参数配置#

name 参数名	type 类型	default 默认值	desc 说明
`citation_commands`	`list`	`['\ref', '\cref', '\Cref', '\autoref']`	LaTeX reference commands to search for when finding citing paragraphs.
`paragraph_separator`	`str`	`'\n\n'`	Pattern for splitting LaTeX text into paragraphs.
`caption_key`	`str`	`'caption'`	Output field name for the figure caption.
`label_key`	`str`	`'label'`	Output field name for the LaTeX label.
`context_key`	`str`	`'citing_paragraphs'`	Output field name for citing paragraphs.
`parent_caption_key`	`str`	`'parent_caption'`	Output field name for the parent figure’s caption. For subfigures this carries the parent figure environment’s caption; empty for standalone figures.
`parent_label_key`	`str`	`'parent_label'`	Output field name for the parent figure’s label. Useful for grouping subfigures that belong to the same figure environment; empty for standalone figures.
`args`		`''`	extra args
`kwargs`		`''`	extra args

📤 Output Fields 输出字段#

In addition to all input fields, each output row contains:

除所有输入字段外，每行输出还包含：

field 字段	type 类型	desc 说明
`images` (or custom `image_key`)	`list[str]`	Image paths from `\includegraphics`. 从`\includegraphics`提取的图片路径。
`caption` (or custom `caption_key`)	`str`	Figure caption text. 图片标题文本。
`label` (or custom `label_key`)	`str`	LaTeX label string. LaTeX标签字符串。
`citing_paragraphs` (or custom `context_key`)	`list[str]`	Paragraphs that cite this figure. 引用该图片的段落。
`parent_caption` (or custom `parent_caption_key`)	`str`	Parent figure caption (subfigures only; empty for standalone). 父图标题（仅子图；独立图为空）。
`parent_label` (or custom `parent_label_key`)	`str`	Parent figure label (subfigures only; empty for standalone). 父图标签（仅子图；独立图为空）。

📊 Effect demonstration 效果演示#

test_single_figure#

LatexFigureContextExtractorMapper()

📥 input data 输入数据#

A LaTeX document with a single figure:

\begin{document}
Some intro text.

As shown in \ref{fig:arch}, the architecture is novel.

\begin{figure}
\centering
\includegraphics[width=0.8\linewidth]{img/arch.pdf}
\caption{Overall architecture}
\label{fig:arch}
\end{figure}
\end{document}

📤 output data 输出数据#

One row is produced:

caption: "Overall architecture"
label: "fig:arch"
images: ["img/arch.pdf"]
citing_paragraphs: ["As shown in \\ref{fig:arch}, the architecture is novel."]
parent_caption: "" (standalone figure, no parent)
parent_label: "" (standalone figure, no parent)

✨ explanation 解释#

The operator extracts the figure environment, parses its caption, label, and image path, then searches the document paragraphs (with float/display/tabular environments stripped) for any paragraph containing \ref{fig:arch}. The matching paragraph is returned as the citing context.

算子提取figure环境，解析其标题、标签和图片路径，然后在文档段落中（去除浮动/展示/表格环境后）搜索包含\ref{fig:arch}的段落。匹配的段落作为引用上下文返回。