Datasets:
Tasks:
Text2Text Generation
Languages:
Bengali
Multilinguality:
monolingual
Size Categories:
100k<n<1M
Language Creators:
found
Annotations Creators:
found
Source Datasets:
original
ArXiv:
License:
| annotations_creators: | |
| - found | |
| language_creators: | |
| - found | |
| language: | |
| - bn | |
| license: | |
| - cc-by-nc-sa-4.0 | |
| multilinguality: | |
| - monolingual | |
| size_categories: | |
| - 100k<n<1M | |
| source_datasets: | |
| - original | |
| task_categories: | |
| - text2text-generation | |
| task_ids: [] | |
| pretty_name: BanglaParaphrase | |
| tags: | |
| - conditional-text-generation | |
| - paraphrase-generation | |
| # Dataset Card for "BanglaParaphrase" | |
| ## Table of Contents | |
| - [Dataset Card Creation Guide](#dataset-card-creation-guide) | |
| - [Table of Contents](#table-of-contents) | |
| - [Dataset Description](#dataset-description) | |
| - [Dataset Summary](#dataset-summary) | |
| - [Supported Tasks and Leaderboards](#supported-tasks-and-leaderboards) | |
| - [Languages](#languages) | |
| - [Dataset Structure](#dataset-structure) | |
| - [Data Instances](#data-instances) | |
| - [Data Fields](#data-fields) | |
| - [Data Splits](#data-splits) | |
| - [Dataset Creation](#dataset-creation) | |
| - [Curation Rationale](#curation-rationale) | |
| - [Source Data](#source-data) | |
| - [Initial Data Collection and Normalization](#initial-data-collection-and-normalization) | |
| - [Who are the source language producers?](#who-are-the-source-language-producers) | |
| - [Annotations](#annotations) | |
| - [Annotation process](#annotation-process) | |
| - [Who are the annotators?](#who-are-the-annotators) | |
| - [Personal and Sensitive Information](#personal-and-sensitive-information) | |
| - [Considerations for Using the Data](#considerations-for-using-the-data) | |
| - [Social Impact of Dataset](#social-impact-of-dataset) | |
| - [Discussion of Biases](#discussion-of-biases) | |
| - [Other Known Limitations](#other-known-limitations) | |
| - [Additional Information](#additional-information) | |
| - [Dataset Curators](#dataset-curators) | |
| - [Licensing Information](#licensing-information) | |
| - [Citation Information](#citation-information) | |
| - [Contributions](#contributions) | |
| ## Dataset Description | |
| - **Repository:** [https://github.com/csebuetnlp/banglaparaphrase](https://github.com/csebuetnlp/banglaparaphrase) | |
| - **Paper:** [BanglaParaphrase: A High-Quality Bangla Paraphrase Dataset](https://arxiv.org/abs/2210.05109) | |
| - **Point of Contact:** [Najrin Sultana](mailto:nazrinshukti@gmail.com) | |
| ### Dataset Summary | |
| We present BanglaParaphrase, a high quality synthetic Bangla paraphrase dataset containing about 466k paraphrase pairs. | |
| The paraphrases ensures high quality by being semantically coherent and syntactically diverse. | |
| ### Supported Tasks and Leaderboards | |
| [More information needed](https://github.com/csebuetnlp/banglaparaphrase) | |
| ### Languages | |
| - `bengali` | |
| ## Loading the dataset | |
| ```python | |
| from datasets import load_dataset | |
| from datasets import load_dataset | |
| ds = load_dataset("csebuetnlp/BanglaParaphrase") | |
| ``` | |
| ## Dataset Structure | |
| ### Data Instances | |
| One example from the `train` part of the dataset is given below in JSON format. | |
| ``` | |
| { | |
| "source": "বেশিরভাগ সময় প্রকৃতির দয়ার ওপরেই বেঁচে থাকতেন উপজাতিরা।", | |
| "target": "বেশিরভাগ সময়ই উপজাতিরা প্রকৃতির দয়ার উপর নির্ভরশীল ছিল।" | |
| } | |
| ``` | |
| ### Data Fields | |
| - 'source': A string representing the source sentence. | |
| - 'target': A string representing the target sentence. | |
| ### Data Splits | |
| Dataset with train-dev-test example counts are given below: | |
| Language | ISO 639-1 Code | Train | Validation | Test | | |
| -------------- | ---------------- | ------- | ----- | ------ | | |
| Bengali | bn | 419, 967 | 233, 31 | 233, 32 | | |
| ## Dataset Creation | |
| ### Curation Rationale | |
| [More information needed](https://github.com/csebuetnlp/banglaparaphrase) | |
| ### Source Data | |
| [Roar Bangla](https://roar.media/bangla) | |
| #### Initial Data Collection and Normalization | |
| [Detailed in the paper](https://arxiv.org/abs/2210.05109) | |
| #### Who are the source language producers? | |
| [Detailed in the paper](https://arxiv.org/abs/2210.05109) | |
| ### Annotations | |
| [Detailed in the paper](https://arxiv.org/abs/2210.05109) | |
| #### Annotation process | |
| [Detailed in the paper](https://arxiv.org/abs/2210.05109) | |
| #### Who are the annotators? | |
| [Detailed in the paper](https://arxiv.org/abs/2210.05109) | |
| ### Personal and Sensitive Information | |
| [More information needed](https://github.com/csebuetnlp/banglaparaphrase) | |
| ## Considerations for Using the Data | |
| ### Social Impact of Dataset | |
| [More information needed](https://github.com/csebuetnlp/banglaparaphrase) | |
| ### Discussion of Biases | |
| [More information needed](https://github.com/csebuetnlp/banglaparaphrase) | |
| ### Other Known Limitations | |
| [More information needed](https://github.com/csebuetnlp/banglaparaphrase) | |
| ## Additional Information | |
| ### Dataset Curators | |
| [More information needed](https://github.com/csebuetnlp/banglaparaphrase) | |
| ### Licensing Information | |
| 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. | |
| ### Citation Information | |
| ``` | |
| @article{akil2022banglaparaphrase, | |
| title={BanglaParaphrase: A High-Quality Bangla Paraphrase Dataset}, | |
| author={Akil, Ajwad and Sultana, Najrin and Bhattacharjee, Abhik and Shahriyar, Rifat}, | |
| journal={arXiv preprint arXiv:2210.05109}, | |
| year={2022} | |
| } | |
| ``` | |
| ### Contributions | |