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--- |
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dataset_info: |
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features: |
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- name: url_ori |
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dtype: string |
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- name: captions |
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sequence: string |
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- name: metadata |
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list: |
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- name: wikipedia_url |
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dtype: string |
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- name: caption |
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dtype: string |
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- name: url_image |
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dtype: string |
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- name: caption_count |
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dtype: int64 |
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splits: |
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- name: train |
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num_bytes: 148962879 |
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num_examples: 352150 |
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download_size: 60409774 |
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dataset_size: 148962879 |
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configs: |
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- config_name: default |
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data_files: |
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- split: train |
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path: data/train-* |
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--- |
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# WikiCitra-ID Dataset |
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WikiCitra-ID is a large-scale image-text dataset collected from Indonesian Wikipedia. The dataset consists of images and their corresponding captions extracted from the latest HTML dump of Indonesian Wikipedia articles. |
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## Dataset Description |
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WikiCitra-ID contains paired image-text data sourced from Indonesian Wikipedia articles. This dataset is derived from the image portion of [WikipediaMM-Indo](https://huggingface.co/datasets/acul3/WikipediaMM-Indo) and has been processed to create clean image-text pairs. |
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### Statistics |
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- Total number of images: 352,150 |
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- Number of unique images with non-empty captions: 325,971 |
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### Data Format |
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Each entry in the dataset contains: |
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- Image: Visual content from Wikipedia articles |
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- Text: Corresponding Indonesian caption or description |
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- Metadata: Additional information for verification |
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## Limitations and Considerations |
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Please be aware of the following limitations when using this dataset: |
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1. **Icon and Symbol Presence** |
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- The dataset may contain non-content images such as: |
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- Directional arrows |
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- National symbols |
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- UI elements |
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- Other Wikipedia icons |
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2. **Caption Quality** |
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- Some image-caption pairs may show inconsistencies due to crawling limitations |
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- Users can verify the alignment using provided metadata |
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- We recommend implementing additional filtering based on your specific use case |
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## Usage |
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This dataset is suitable for: |
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- Multimodal machine learning research |
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- Indonesian language vision-language models |
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- Cross-lingual image understanding |
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- Wikipedia-based knowledge extraction |
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## Citation |
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If you use this dataset in your research, please cite: |
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```bibtex |
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@misc{wikicitra2024, |
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title={WikiCitra-ID: A Large-scale Indonesian Wikipedia Image-Text Dataset}, |
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year={2024}, |
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publisher={Hugging Face} |
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} |
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``` |
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## License |
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This dataset follows the same licensing as Wikipedia content. Images and text are subject to their original licenses on Wikipedia. |
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## Acknowledgments |
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- Original data sourced from Indonesian Wikipedia |
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- Built upon the WikipediaMM-Indo dataset |
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## Contact |
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For questions and feedback about the dataset, please open an issue in this repository. |
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