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README.md

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-license: apache-2.0
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+# REILX/Chinese-Image-Text-Corpus-dataset
+
+\[ English | [中文](README_zh.md) \]
+
+### Introduction
+
+The REILX/Chinese-Image-Text-Corpus-dataset is a multimodal dataset that pairs Chinese textual data with corresponding images. This dataset is derived from the [Chinese-Xinhua Dictionary Database](https://github.com/pwxcoo/chinese-xinhua), which includes idioms, single characters, words, and aphorisms.
+
+### Dataset Structure
+
+The dataset is organized into the following categories:
+
+- **Idioms**: Traditional Chinese idioms with explanations and derivations.
+- **Words**: Individual Chinese characters with explanations, pinyin, and radicals.
+- **Phrases**: Common Chinese phrases with explanations.
+- **Aphorisms**: Chinese aphorisms with riddles and answers.
+
+Each text entry is paired with a relevant image, providing a rich resource for multimodal learning tasks.
+
+### Usage
+
+The dataset can be used for various tasks including:
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+- **Natural Language Processing**: Understanding and generation of Chinese text.
+- **Computer Vision**: Image recognition and classification based on textual descriptions.
+- **Multimodal Learning**: Combining visual and textual data for improved machine learning models.
+
+### Dataset Download
+
+The dataset is available on Hugging Face: [REILX/Chinese-Image-Text-Corpus-dataset](https://huggingface.co/datasets/REILX/Chinese-Image-Text-Corpus-dataset).
+
+For more details, visit the [Chinese-Xinhua Dictionary Database](https://github.com/pwxcoo/chinese-xinhua).
+
+---

README_zh.md

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+\[ [English](README.md) | 中文 \]
+
+### 简介
+
+REILX/Chinese-Image-Text-Corpus-dataset 是一个将中文文本数据与对应图像配对的多模态数据集。该数据集源自[中华新华字典数据库](https://github.com/pwxcoo/chinese-xinhua)，包括成语、单字、词语和歇后语。
+
+### 数据集结构
+
+数据集分为以下类别：
+
+- **成语**：包含传统成语及其解释和来源。
+- **单字**：包含单个汉字的解释、拼音和部首。
+- **词语**：常用词语及其解释。
+- **歇后语**：包含歇后语及其谜底。
+
+每个文本条目都配有相关图像，为多模态学习任务提供了丰富的资源。
+
+### 用途
+
+该数据集可用于多种任务，包括：
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+- **自然语言处理**：理解和生成中文文本。
+- **计算机视觉**：基于文本描述的图像识别和分类。
+- **多模态学习**：结合视觉和文本数据以改进机器学习模型。
+
+### 下载
+
+数据集可在 Hugging Face 上获取：[REILX/Chinese-Image-Text-Corpus-dataset](https://huggingface.co/datasets/REILX/Chinese-Image-Text-Corpus-dataset)。
+
+更多详情，请访问[中华新华字典数据库](https://github.com/pwxcoo/chinese-xinhua)。
+
+---