| --- |
| dataset_info: |
| features: |
| - name: id |
| dtype: string |
| - name: author |
| dtype: string |
| - name: year |
| dtype: int64 |
| - name: title |
| dtype: string |
| - name: abstract |
| dtype: string |
| - name: article |
| dtype: string |
| - name: sum |
| dtype: string |
| splits: |
| - name: train |
| num_bytes: 37252397 |
| num_examples: 980 |
| download_size: 18749417 |
| dataset_size: 37252397 |
| configs: |
| - config_name: default |
| data_files: |
| - split: train |
| path: data/train-* |
| task_categories: |
| - summarization |
| language: |
| - ru |
| pretty_name: humarticles |
| --- |
| # **Humarticles: Russian Academic Articles Dataset** |
|
|
| **Humarticles** is a comprehensive collection of Russian-language academic articles, designed to support the development of AI models for text summarization, semantic search, and natural language understanding. This dataset contains a variety of academic papers from different domains, complete with abstracts, full articles, and metadata such as author names and publication years. |
|
|
| ### **Dataset Overview** |
|
|
| - **Language**: Russian |
| - **Size**: 980 academic articles |
| - **Fields**: |
| - **ID**: A unique identifier for each article. |
| - **Author**: The author(s) of the article. |
| - **Year**: The year the article was published. |
| - **Title**: The title of the article. |
| - **Abstract**: A brief summary of the article. |
| - **Article**: The full text of the article. |
| - **Summary**: A more concise summary or key insights from the article. |
|
|
| ### **Purpose** |
|
|
| Humarticles was created with the goal of advancing research in several areas, including: |
|
|
| - **Text Summarization**: Use the articles and their summaries to train models that can automatically condense scientific papers. |
| - **Semantic Search**: Enhance search engines to help researchers find relevant articles quickly using natural language queries. |
| - **Machine Translation**: Improve machine translation systems by providing high-quality, domain-specific Russian text and corresponding summaries. |
| - **Linguistic Analysis**: Analyze the style, tone, and structure of Russian academic writing. |
|
|
|
|
| ### **Contributing** |
|
|
| We welcome contributions! If you have any suggestions or improvements for this dataset, feel free to open an issue or submit a pull request. |
|
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|
