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--- |
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license: mit |
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task_categories: |
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- text2text-generation |
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language: |
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- bn |
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pretty_name: BanglaTLit |
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size_categories: |
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- 10K<n<100K |
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--- |
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# BanglaTLit: A Benchmark Dataset for Back-Transliteration of Romanized Bangla |
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[](https://github.com/farhanishmam/BanglaTLit) |
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## Dataset Overview |
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- **BanglaTLit-PT:** A pre-training corpus with 245727 transliterated or romanized Bangla samples for further pre-training language models. |
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- **BanglaTLit:** Subset of the BanglaTLit-PT dataset containing 42705 romanized Bangla and its corresponding Bangla back-transliteration pairs. |
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## Data Description |
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| **Column Title** | **Description** | |
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|----------------------|----------------------------------------------------------------------------------| |
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| `id` | A unique identifier for each data point in the dataset. | |
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| `text_transliterated`| The transliterated (romanized) Bengali text input that needs to be back-transliterated. | |
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| `text_bengali` | The corresponding Bengali text that is the correct back-transliteration output. | |
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## Summary Statistics |
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| Statistic | Transliterated | Back-Transliterated | |
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|-------------------------|-------|-------| |
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| Mean Character Length | 59.24 | 58.28 | |
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| Max Character Length | 1406 | 1347 | |
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| Min Character Length | 3 | 4 | |
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| Mean Word Count | 10.35 | 10.51 | |
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| Max Word Count | 212 | 226 | |
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| Min Word Count | 2 | 2 | |
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| Unique Word Count | 81848 | 60644 | |
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| Unique Sentence Count | 42705 | 42471 | |
