Add Kurdish Poetry Meter Classification dataset (train/validation/test split 6:2:2, meters with >=10 poems)
1b6f46f
verified
| dataset_info: | |
| features: | |
| - name: id | |
| dtype: string | |
| - name: poet | |
| dtype: string | |
| - name: poem_number | |
| dtype: string | |
| - name: title | |
| dtype: string | |
| - name: form | |
| dtype: string | |
| - name: meter | |
| dtype: string | |
| - name: text | |
| dtype: string | |
| splits: | |
| - name: train | |
| num_bytes: 582403 | |
| num_examples: 624 | |
| - name: validation | |
| num_bytes: 186694 | |
| num_examples: 208 | |
| - name: test | |
| num_bytes: 188966 | |
| num_examples: 209 | |
| download_size: 4337280 | |
| dataset_size: 958063 | |
| configs: | |
| - config_name: default | |
| data_files: | |
| - split: train | |
| path: train-*.parquet | |
| - split: validation | |
| path: validation-*.parquet | |
| - split: test | |
| path: test-*.parquet | |
| # Kurdish Poetry Meter Classification | |
| This dataset contains Central Kurdish poems with meter classification labels. The dataset includes poems from vejinbooks.com, prepared by AsoSoft group. | |
| ## Dataset Information | |
| - **Language**: Central Kurdish (ckb) | |
| - **Total poems**: 1041 | |
| - **Number of meters (after filtering)**: 15 (only meters with >=10 poems) | |
| - **Train/Validation/Test split**: 6:2:2 (stratified by meter) | |
| ## Data Format | |
| The dataset is stored in Parquet format with the following fields: | |
| - `id`: Unique identifier | |
| - `poet`: Poet name (extracted from filename, e.g., "Diɫdar", "Ḧacî Qadir") | |
| - `poem_number`: Poem number (extracted from filename, e.g., "001", "018") | |
| - `title`: Poem title (usually same as the first hemistich) | |
| - `form`: Form of the poem (e.g., غەزەل, مەسنەوی, نوێ) | |
| - `meter`: Meter pattern of the poem (e.g., مفاعیلن مفاعیلن مفاعیلن مفاعیلن) | |
| - `text`: Poem text content (with # separator removed, newlines preserved) | |
| ## Filtering Criteria | |
| - Only poems with meters that have at least 10 poems are included | |
| - Format validation: Only files with correct format (title:, form:, meter: prefixes) are included | |
| - Poems must have more than 5 lines (more than 2 couplets) | |
| ## Train/Validation/Test Split | |
| The dataset is split into: | |
| - **Training set**: 60% of the data | |
| - **Validation set**: 20% of the data | |
| - **Test set**: 20% of the data | |
| The split is performed with stratified sampling based on meter classes to ensure balanced distribution across all splits. | |
| ## Original Data Format | |
| In the original files, each poem is stored as: | |
| - Line 1: `title: ...` (Title of the poem) | |
| - Line 2: `form: ...` (Form of the poem) | |
| - Line 3: `meter: ...` (Meter pattern) | |
| - Line 4+: Poem text (with # as couplet separator) | |
| ## Source | |
| The original dataset was collected from vejinbooks.com by AsoSoft group. This dataset was used for evaluation of an automatic Kurdish poem meter identification method based on Optimality theory. | |
| Prepared by: Aso Mahmudi (aso.mehmudi@gmail.com) | |
| ## Citation | |
| If you use this dataset, please cite the following paper: | |
| ``` | |
| Mahmudi A, Veisi H (2023) Automatic meter classification of Kurdish poems. | |
| PLOS ONE 18(2): e0280263. https://doi.org/10.1371/journal.pone.0280263 | |
| ``` | |
| BibTeX format: | |
| ```bibtex | |
| @article{mahmudi2023automatic, | |
| title={Automatic meter classification of Kurdish poems}, | |
| author={Mahmudi, Aso and Veisi, Hadi}, | |
| journal={PLOS ONE}, | |
| volume={18}, | |
| number={2}, | |
| pages={e0280263}, | |
| year={2023}, | |
| publisher={Public Library of Science San Francisco, CA USA}, | |
| doi={10.1371/journal.pone.0280263} | |
| } | |
| ``` | |