Add Serbian Lyric Poetry multilabel classification dataset (train/test split 6:4)
Browse files- README.md +69 -69
- dataset_infos.yaml +24 -24
- test-00000-of-00001.parquet +2 -2
- train-00000-of-00001.parquet +2 -2
README.md
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---
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dataset_info:
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features:
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- name: id
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dtype: string
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- name: text
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dtype: string
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- name: labels
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dtype: string
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splits:
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- name: train
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num_bytes:
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num_examples: 680
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- name: test
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num_bytes:
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num_examples: 454
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download_size: 1139139
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dataset_size:
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configs:
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- config_name: default
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data_files:
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- split: train
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path: train-*.parquet
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- split: test
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path: test-*.parquet
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---
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# Serbian Lyric Poetry Classification
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This dataset contains Serbian lyric poetry with multi-label classification. Each poem can have multiple labels.
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## Dataset Information
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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.
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## Data Format
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The dataset is stored in Parquet format with the following fields:
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- `id`: Unique identifier
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- `text`: Poem text
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- `labels`: List of labels (multi-label format)
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## Labels
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The dataset contains the following labels:
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- Ljubavna poezija (Love poetry)
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- Misaono - refleksivna poezija (Reflective poetry)
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- Rodoljubiva poezija (Patriotic poetry)
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A poem can have multiple labels (multi-label classification).
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## Citation
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If you use this dataset, please cite the following paper:
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```
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@INPROCEEDINGS{10819147,
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author={Kadić, Vasilije and Milanović, Sara and Batanović, Vuk},
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booktitle={2024 32nd Telecommunications Forum (TELFOR)},
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title={Classification of Lyric Poetry Written in Serbian},
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year={2024},
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volume={},
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number={},
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pages={1-4},
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keywords={Large language models;Machine learning;Natural language processing;Distance measurement;Telecommunications;lyric poetry;text classification;natural language processing},
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doi={10.1109/TELFOR63250.2024.10819147}
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}
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```
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---
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dataset_info:
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+
features:
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+
- name: id
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+
dtype: string
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+
- name: text
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+
dtype: string
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+
- name: labels
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+
dtype: string
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+
splits:
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| 11 |
+
- name: train
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+
num_bytes: 469864
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+
num_examples: 680
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+
- name: test
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+
num_bytes: 346867
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+
num_examples: 454
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+
download_size: 1139139
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+
dataset_size: 816731
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+
configs:
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+
- config_name: default
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data_files:
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- split: train
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path: train-*.parquet
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- split: test
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path: test-*.parquet
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---
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+
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+
# Serbian Lyric Poetry Classification
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| 29 |
+
|
| 30 |
+
This dataset contains Serbian lyric poetry with multi-label classification. Each poem can have multiple labels.
|
| 31 |
+
|
| 32 |
+
## Dataset Information
|
| 33 |
+
|
| 34 |
+
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.
|
| 35 |
+
|
| 36 |
+
## Data Format
|
| 37 |
+
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+
The dataset is stored in Parquet format with the following fields:
|
| 39 |
+
|
| 40 |
+
- `id`: Unique identifier
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| 41 |
+
- `text`: Poem text
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| 42 |
+
- `labels`: List of labels (multi-label format)
|
| 43 |
+
|
| 44 |
+
## Labels
|
| 45 |
+
|
| 46 |
+
The dataset contains the following labels:
|
| 47 |
+
- Ljubavna poezija (Love poetry)
|
| 48 |
+
- Misaono - refleksivna poezija (Reflective poetry)
|
| 49 |
+
- Rodoljubiva poezija (Patriotic poetry)
|
| 50 |
+
|
| 51 |
+
A poem can have multiple labels (multi-label classification).
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| 52 |
+
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+
## Citation
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+
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+
If you use this dataset, please cite the following paper:
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+
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```
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+
@INPROCEEDINGS{10819147,
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+
author={Kadić, Vasilije and Milanović, Sara and Batanović, Vuk},
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+
booktitle={2024 32nd Telecommunications Forum (TELFOR)},
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+
title={Classification of Lyric Poetry Written in Serbian},
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+
year={2024},
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volume={},
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number={},
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pages={1-4},
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keywords={Large language models;Machine learning;Natural language processing;Distance measurement;Telecommunications;lyric poetry;text classification;natural language processing},
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doi={10.1109/TELFOR63250.2024.10819147}
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}
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```
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dataset_infos.yaml
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| 1 |
-
dataset_info:
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| 2 |
-
features:
|
| 3 |
-
- name: id
|
| 4 |
-
dtype: string
|
| 5 |
-
- name: text
|
| 6 |
-
dtype: string
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| 7 |
-
- name: labels
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| 8 |
-
dtype: string
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| 9 |
-
splits:
|
| 10 |
-
- name: train
|
| 11 |
-
num_bytes:
|
| 12 |
-
num_examples: 680
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| 13 |
-
- name: test
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| 14 |
-
num_bytes:
|
| 15 |
-
num_examples: 454
|
| 16 |
-
download_size: 1139139
|
| 17 |
-
dataset_size:
|
| 18 |
-
configs:
|
| 19 |
-
- config_name: default
|
| 20 |
-
data_files:
|
| 21 |
-
- split: train
|
| 22 |
-
path: train-*.parquet
|
| 23 |
-
- split: test
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-
path: test-*.parquet
|
|
|
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| 1 |
+
dataset_info:
|
| 2 |
+
features:
|
| 3 |
+
- name: id
|
| 4 |
+
dtype: string
|
| 5 |
+
- name: text
|
| 6 |
+
dtype: string
|
| 7 |
+
- name: labels
|
| 8 |
+
dtype: string
|
| 9 |
+
splits:
|
| 10 |
+
- name: train
|
| 11 |
+
num_bytes: 469864
|
| 12 |
+
num_examples: 680
|
| 13 |
+
- name: test
|
| 14 |
+
num_bytes: 346867
|
| 15 |
+
num_examples: 454
|
| 16 |
+
download_size: 1139139
|
| 17 |
+
dataset_size: 816731
|
| 18 |
+
configs:
|
| 19 |
+
- config_name: default
|
| 20 |
+
data_files:
|
| 21 |
+
- split: train
|
| 22 |
+
path: train-*.parquet
|
| 23 |
+
- split: test
|
| 24 |
+
path: test-*.parquet
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test-00000-of-00001.parquet
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size 346867
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train-00000-of-00001.parquet
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version https://git-lfs.github.com/spec/v1
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-
oid sha256:
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size
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version https://git-lfs.github.com/spec/v1
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size 469864
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