Datasets:
Tasks:
Text Classification
Modalities:
Text
Formats:
parquet
Sub-tasks:
multi-class-classification
Languages:
Bengali
Size:
1K - 10K
License:
Add split statistics and per-category counts by train/val/test
Browse files
README.md
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| **Source** | [Bangla Poem Dataset (Mendeley)](https://data.mendeley.com/datasets/zgmrk5m566/2), DOI [10.17632/zgmrk5m566.2](https://doi.org/10.17632/zgmrk5m566.2); poems collected from [banglarkobita.com](https://banglarkobita.com/) |
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| **Languages** | Bangla / Bengali (`bn`) |
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| **Size** | train=1763; validation=222; test=222 |
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| **Classes** | 11 poem categories (题材/主题) |
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| **Splits** | Stratified by category ≈ 80% / 10% / 10% (`train` / `validation` / `test`), seed=42 |
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| **License** | [CC BY 4.0](https://creativecommons.org/licenses/by/4.0/) (same as upstream) |
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---
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## Features
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| Field | Type | Description |
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| `label` | int64 | Category index (0 … C−1) |
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| `label_name` | string | Category name in English (upstream `label`) |
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Codebook: `label_taxonomy.json`.
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### Categories
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| id | label_name | Bangla | count |
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|---:|------------|--------|------:|
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| 0 | Miscellaneous | বিবিধ কবিতা | 811 |
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| 1 | Love | প্রেমের কবিতা | 500 |
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| 2 | Metaphor | রূপক কবিতা | 316 |
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| 3 | Separation | বিরহের কবিতা | 131 |
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| 4 | Humanity | মানবতাবাদী কবিতা | 79 |
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| 5 | Children | ছোটদের ছড়া-কবিতা | 78 |
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| 6 | Patriotic | দেশাত্মবোধক কবিতা | 76 |
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| 7 | Policy | নীতি কবিতা | 67 |
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| 8 | Religious | ধর্মীয় কবিতা | 62 |
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| 9 | Nature | প্রকৃতির কবিতা | 55 |
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| 10 | War | যুদ্ধের কবিতা | 32 |
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---
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## Construction method
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1. Load `SAHITTO.ods` (sheet `Poems`: `title`, `poem`, `writer`, `label`).
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2. Keep all 11 category labels; map to contiguous `label` ids (frequency-descending).
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3. Stratified train / validation / test split by category.
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---
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|------|-------------|
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| **Source** | [Bangla Poem Dataset (Mendeley)](https://data.mendeley.com/datasets/zgmrk5m566/2), DOI [10.17632/zgmrk5m566.2](https://doi.org/10.17632/zgmrk5m566.2); poems collected from [banglarkobita.com](https://banglarkobita.com/) |
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| **Languages** | Bangla / Bengali (`bn`) |
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| **Size** | **2207** poems total; train=1763 (79.9%); validation=222 (10.1%); test=222 (10.1%) |
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| **Classes** | 11 poem categories (题材/主题) |
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| **Splits** | Stratified by category ≈ 80% / 10% / 10% (`train` / `validation` / `test`), seed=42 |
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| **License** | [CC BY 4.0](https://creativecommons.org/licenses/by/4.0/) (same as upstream) |
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---
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## Split statistics
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| Split | #poems | ratio |
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| train | 1763 | 79.88% |
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| validation | 222 | 10.06% |
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| test | 222 | 10.06% |
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| **total** | **2207** | 100% |
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### Per-category counts by split
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| id | label_name | Bangla | train | validation | test | total |
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|---:|------------|--------|------:|-----------:|-----:|------:|
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| 0 | Miscellaneous | বিবিধ কবিতা | 649 | 81 | 81 | 811 |
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| 1 | Love | প্রেমের কবিতা | 400 | 50 | 50 | 500 |
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| 2 | Metaphor | রূপক কবিতা | 252 | 32 | 32 | 316 |
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| 3 | Separation | বিরহের কবিতা | 105 | 13 | 13 | 131 |
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| 4 | Humanity | মানবতাবাদী কবিতা | 63 | 8 | 8 | 79 |
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| 5 | Children | ছোটদের ছড়া-কবিতা | 62 | 8 | 8 | 78 |
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| 6 | Patriotic | দেশাত্মবোধক কবিতা | 60 | 8 | 8 | 76 |
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| 7 | Policy | নীতি কবিতা | 53 | 7 | 7 | 67 |
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| 8 | Religious | ধর্মীয় কবিতা | 50 | 6 | 6 | 62 |
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| 9 | Nature | প্রকৃতির কবিতা | 43 | 6 | 6 | 55 |
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| 10 | War | যুদ্ধের কবিতা | 26 | 3 | 3 | 32 |
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| | **Sum** | | **1763** | **222** | **222** | **2207** |
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Codebook: `label_taxonomy.json`.
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---
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## Features
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| Field | Type | Description |
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| `label` | int64 | Category index (0 … C−1) |
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| `label_name` | string | Category name in English (upstream `label`) |
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---
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## Construction method
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1. Load `SAHITTO.ods` (sheet `Poems`: `title`, `poem`, `writer`, `label`).
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2. Keep all 11 category labels; map to contiguous `label` ids (frequency-descending).
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3. Stratified train / validation / test split by category (each class appears in all three splits).
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---
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