| ---
|
| dataset_info:
|
| features:
|
| - name: id
|
| dtype: string
|
| - name: text
|
| dtype: string
|
| - name: labels
|
| dtype: list
|
| splits:
|
| - name: train
|
| num_bytes: 483454
|
| num_examples: 680
|
| - name: test
|
| num_bytes: 334367
|
| num_examples: 454
|
| download_size: 1139139
|
| dataset_size: 817821
|
| configs:
|
| - config_name: default
|
| data_files:
|
| - split: train
|
| path: train-*.parquet
|
| - split: test
|
| path: test-*.parquet
|
| ---
|
|
|
| # Serbian Lyric Poetry Classification
|
|
|
| This dataset contains Serbian lyric poetry with multi-label classification. Each poem can have multiple labels.
|
|
|
| ## Dataset Information
|
|
|
| The dataset is split into train (60%) and test (40%) sets with stratified sampling based on the primary label (first label) to ensure balanced distribution.
|
|
|
| ## Data Format
|
|
|
| The dataset is stored in Parquet format with the following fields:
|
|
|
| - `id`: Unique identifier
|
| - `text`: Poem text
|
| - `labels`: List of labels (multi-label format)
|
|
|
| ## Labels
|
|
|
| The dataset contains the following labels:
|
| - Ljubavna poezija (Love poetry)
|
| - Misaono - refleksivna poezija (Reflective poetry)
|
| - Rodoljubiva poezija (Patriotic poetry)
|
|
|
| A poem can have multiple labels (multi-label classification).
|
|
|
| ## Citation
|
|
|
| If you use this dataset, please cite the following paper:
|
|
|
| ```
|
| @INPROCEEDINGS{10819147,
|
| author={Kadić, Vasilije and Milanović, Sara and Batanović, Vuk},
|
| booktitle={2024 32nd Telecommunications Forum (TELFOR)},
|
| title={Classification of Lyric Poetry Written in Serbian},
|
| year={2024},
|
| volume={},
|
| number={},
|
| pages={1-4},
|
| keywords={Large language models;Machine learning;Natural language processing;Distance measurement;Telecommunications;lyric poetry;text classification;natural language processing},
|
| doi={10.1109/TELFOR63250.2024.10819147}
|
| }
|
| ```
|
|
|
