| --- |
| language: |
| - en |
| license: cc-by-sa-3.0 |
| tags: |
| - treecorpus |
| - treecorpuscleaned |
| - wikipedia |
| - encyclopedia |
| - knowledge-base |
| - factual-knowledge |
| - training-data |
| - conversational-ai |
| - nlp |
| - language-model |
| - text-corpus |
| - qa-dataset |
| - structured-data |
| - clean-text |
| pretty_name: 'TreeCorpusCleaned: Basic Wikipedia Text Cleanup for AI Models' |
| size_categories: |
| - 10M<n<100M |
| --- |
| |
| # TreeCorpusCleaned |
|
|
| TreeCorpusCleaned is a modestly improved version of the TreeCorpus dataset with some additional basic cleaning to help reduce Wikipedia markup artifacts. This dataset provides a slightly cleaner version of Wikipedia content for training AI models. |
|
|
| ## Dataset Statistics |
|
|
| - **Size**: 26.27 GB (26,272,580,250 bytes) |
| - **Examples**: 2,882,766 articles |
| - **Download Size**: 13.33 GB (13,326,529,312 bytes) |
| - **Language**: English |
|
|
| ## Data Structure |
|
|
| Each entry in the dataset contains: |
| - `id` (string): Unique Wikipedia article identifier |
| - `title` (string): Article title |
| - `text` (string): Text with basic additional cleanup |
| - `url` (string): Source Wikipedia URL |
| - `timestamp` (string): Processing timestamp |
|
|
| ## Basic Additional Cleaning |
|
|
| TreeCorpusCleaned includes some simple improvements over the original TreeCorpus: |
|
|
| - **Basic Reference Cleanup**: Additional removal of common reference markers |
| - **Simple Template Handling**: Some extra template cleanup |
| - **Formatting Standardization**: Basic text formatting standardization |
|
|
| ## Usage |
|
|
| This dataset is suitable for: |
| - Training language models with slightly cleaner Wikipedia text |
| - NLP tasks that benefit from reduced markup artifacts |
| - Projects requiring basic preprocessing of Wikipedia content |
|
|
| ## License and Citation |
|
|
| TreeCorpusCleaned is derived from Wikipedia content available under the CC BY-SA 3.0 license. When using this dataset, please provide appropriate attribution to both this dataset and Wikipedia. |
|
|
| ## Dataset Configuration |
|
|
| The dataset is configured with a default split: |
| - Split name: train |
| - Data files pattern: data/train-* |
|
|
| ## Creation Process |
|
|
| TreeCorpusCleaned was created by applying some additional basic cleaning steps to the original TreeCorpus dataset to remove common artifacts and improve text quality. |
