README.md

metadata

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}
}