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- Update README.md (c8a3bfe6885ffe0198e5c5b931c2ec7ce3d2d17d)


Co-authored-by: Akil <Ajwad@users.noreply.huggingface.co>

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- license: cc-by-nc-sa-4.0
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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  ---
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+ task_categories:
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+ - conditional-text-generation
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+ task_ids:
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+ - conditional-text-generation-other-paraphrase-generation
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+ language:
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+ - bn
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+ size_categories:
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+ - 100k<n<1M
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+ license:
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+ - cc-by-nc-sa-4.0
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+ multilinguality:
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+ - monolingual
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+ source_datasets:
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+ - original
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+ annotations_creators:
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+ - found
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+ language_creators:
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+ - found
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+ pretty_name: BanglaParaphrase
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  ---
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+
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+ # Dataset Card for "BanglaParaphrase"
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+
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+ ## Table of Contents
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+ - [Dataset Card Creation Guide](#dataset-card-creation-guide)
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+ - [Table of Contents](#table-of-contents)
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+ - [Dataset Description](#dataset-description)
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+ - [Dataset Summary](#dataset-summary)
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+ - [Supported Tasks and Leaderboards](#supported-tasks-and-leaderboards)
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+ - [Languages](#languages)
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+ - [Dataset Structure](#dataset-structure)
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+ - [Data Instances](#data-instances)
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+ - [Data Fields](#data-fields)
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+ - [Data Splits](#data-splits)
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+ - [Dataset Creation](#dataset-creation)
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+ - [Curation Rationale](#curation-rationale)
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+ - [Source Data](#source-data)
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+ - [Initial Data Collection and Normalization](#initial-data-collection-and-normalization)
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+ - [Who are the source language producers?](#who-are-the-source-language-producers)
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+ - [Annotations](#annotations)
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+ - [Annotation process](#annotation-process)
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+ - [Who are the annotators?](#who-are-the-annotators)
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+ - [Personal and Sensitive Information](#personal-and-sensitive-information)
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+ - [Considerations for Using the Data](#considerations-for-using-the-data)
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+ - [Social Impact of Dataset](#social-impact-of-dataset)
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+ - [Discussion of Biases](#discussion-of-biases)
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+ - [Other Known Limitations](#other-known-limitations)
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+ - [Additional Information](#additional-information)
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+ - [Dataset Curators](#dataset-curators)
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+ - [Licensing Information](#licensing-information)
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+ - [Citation Information](#citation-information)
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+ - [Contributions](#contributions)
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+
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+ ## Dataset Description
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+
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+ - **Repository:** [https://github.com/csebuetnlp/banglaparaphrase](https://github.com/csebuetnlp/banglaparaphrase)
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+ - **Paper:** [BanglaParaphrase: A High-Quality Bangla Paraphrase Dataset](https://arxiv.org/abs/2210.05109)
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+ - **Point of Contact:** [Md. Ajwad Akil](mailto:ajwadakillabib@gmail.com)
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+
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+ ### Dataset Summary
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+
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+ We present BanglaParaphrase, a high quality synthetic Bangla paraphrase dataset containing about 466k paraphrase pairs.
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+ The paraphrases ensures high quality by being semantically coherent and syntactically diverse.
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+
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+ ### Supported Tasks and Leaderboards
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+
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+ [More information needed](https://github.com/csebuetnlp/banglaparaphrase)
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+
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+ ### Languages
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+
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+ - `bengali`
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+
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+
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+ ## Loading the dataset
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+ ```python
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+ from datasets import load_dataset
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+
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+ from datasets import load_dataset
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+
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+ ds = load_dataset("csebuetnlp/BanglaParaphrase")
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+ ```
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+
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+ ## Dataset Structure
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+
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+ ### Data Instances
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+
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+ One example from the `train` part of the dataset is given below in JSON format.
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+ ```
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+ {
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+ "source": "বেশিরভাগ সময় প্রকৃতির দয়ার ওপরেই বেঁচে থাকতেন উপজাতিরা।",
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+ "target": "বেশিরভাগ সময়ই উপজাতিরা প্রকৃতির দয়ার উপর নির্ভরশীল ছিল।"
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+ }
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+ ```
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+
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+ ### Data Fields
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+ - 'source': A string representing the source sentence.
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+ - 'target': A string representing the target sentence.
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+
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+ ### Data Splits
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+ Dataset with train-dev-test example counts are given below:
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+
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+ Language | ISO 639-1 Code | Train | Validation | Test |
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+ -------------- | ---------------- | ------- | ----- | ------ |
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+ Bengali | bn | 419, 967 | 233, 31 | 233, 32 |
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+
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+
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+ ## Dataset Creation
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+
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+ ### Curation Rationale
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+
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+ [More information needed](https://github.com/csebuetnlp/banglaparaphrase)
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+
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+ ### Source Data
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+
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+ [Roar Bangla](https://roar.media/bangla)
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+
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+ #### Initial Data Collection and Normalization
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+
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+ [Detailed in the paper](https://arxiv.org/abs/2210.05109)
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+
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+
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+ #### Who are the source language producers?
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+
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+ [Detailed in the paper](https://arxiv.org/abs/2210.05109)
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+
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+
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+ ### Annotations
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+
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+ [Detailed in the paper](https://arxiv.org/abs/2210.05109)
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+
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+
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+ #### Annotation process
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+
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+ [Detailed in the paper](https://arxiv.org/abs/2210.05109)
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+
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+ #### Who are the annotators?
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+
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+ [Detailed in the paper](https://arxiv.org/abs/2210.05109)
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+
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+ ### Personal and Sensitive Information
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+
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+ [More information needed](https://github.com/csebuetnlp/banglaparaphrase)
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+
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+ ## Considerations for Using the Data
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+
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+ ### Social Impact of Dataset
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+
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+ [More information needed](https://github.com/csebuetnlp/banglaparaphrase)
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+
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+ ### Discussion of Biases
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+
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+ [More information needed](https://github.com/csebuetnlp/banglaparaphrase)
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+
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+ ### Other Known Limitations
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+
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+ [More information needed](https://github.com/csebuetnlp/banglaparaphrase)
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+
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+ ## Additional Information
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+
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+ ### Dataset Curators
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+
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+ [More information needed](https://github.com/csebuetnlp/banglaparaphrase)
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+
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+ ### Licensing Information
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+
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+ Contents of this repository are restricted to only non-commercial research purposes under the [Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International License (CC BY-NC-SA 4.0)](https://creativecommons.org/licenses/by-nc-sa/4.0/). Copyright of the dataset contents belongs to the original copyright holders.
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+ ### Citation Information
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+
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+
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+ ### Contributions