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--- |
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dataset_info: |
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features: |
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- name: text_id |
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dtype: string |
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- name: page_url |
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dtype: string |
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- name: page_title |
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dtype: string |
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- name: section_title |
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dtype: string |
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- name: context_page_description |
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dtype: string |
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- name: context_section_description |
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dtype: string |
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- name: media |
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sequence: string |
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- name: hierachy |
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sequence: string |
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- name: category |
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sequence: string |
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- name: source_id |
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dtype: string |
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splits: |
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- name: train |
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num_bytes: 14378574060.336058 |
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num_examples: 10134744 |
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download_size: 6408012391 |
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dataset_size: 14378574060.336058 |
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license: cc-by-sa-4.0 |
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size_categories: |
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- 100M<n<1B |
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--- |
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# Dataset Card for "AToMiC-Texts-Mapped" |
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## Dataset Description |
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- **Homepage:** [AToMiC homepage](https://trec-atomic.github.io/) |
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- **Source:** [WIT](https://github.com/google-research-datasets/wit) |
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- **Paper:** [WIT: Wikipedia-based Image Text Dataset for Multimodal Multilingual Machine Learning](https://arxiv.org/abs/2103.01913) |
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### Languages |
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This dataset only contains English in Wikipedia (parsed from the 20221101 XML dump). |
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### Data Instances |
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Each instance is a section of a Wikipedia page. We also provide its page-level information, and associated information such as categories and media. |
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The `source_id` can be mapped back to the instance in the original [WIT instance](https://github.com/google-research-datasets/wit/blob/main/DATA.md). |
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Notice that the WIT dataset is crawled from the earlier version of Wikipedia (2020-08-30). |
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The WIT dataset is mapped to the new dump by pure BM25 matching with [Anserini](https://github.com/castorini/anserini). |
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### Intended Usage |
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1. Text collection for Image-to-Text retrieval |
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2. Language model pretraining |
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3. Document classification |
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### Licensing Information |
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[CC BY-SA 4.0 international license](https://creativecommons.org/licenses/by-sa/4.0/) |
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### Citation Information |
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TBA |
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### Acknowledgement |
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Thanks to: |
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[mwparserfromhell](https://github.com/earwig/mwparserfromhell) |
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[Datasets](https://github.com/huggingface/datasets) |
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[Anserini](https://github.com/castorini/anserini) |
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[More Information needed](https://github.com/huggingface/datasets/blob/main/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards) |
