| --- |
| annotations_creators: |
| - expert-generated |
| language_creators: |
| - expert-generated |
| language: |
| - fa |
| license: |
| - cc-by-nc-sa-4.0 |
| multilinguality: |
| - fa |
| - en |
| size_categories: |
| - 1K<n<10K |
| source_datasets: |
| - extended |
| task_categories: |
| - translation |
| task_ids: |
| - translation |
| --- |
| |
| # Dataset Card for PersiNLU (Machine Translation) |
|
|
| ## Table of Contents |
| - [Dataset Card for PersiNLU (Machine Translation)](#dataset-card-for-persi_nlu_machine_translation) |
| - [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 |
|
|
| - **Homepage:** [Github](https://github.com/persiannlp/parsinlu/) |
| - **Repository:** [Github](https://github.com/persiannlp/parsinlu/) |
| - **Paper:** [Arxiv](https://arxiv.org/abs/2012.06154) |
| - **Leaderboard:** |
| - **Point of Contact:** d.khashabi@gmail.com |
|
|
| ### Dataset Summary |
|
|
| A Persian translation dataset (English -> Persian). |
|
|
| ### Supported Tasks and Leaderboards |
|
|
| [More Information Needed] |
|
|
| ### Languages |
|
|
| The text dataset is in Persian (`fa`) and English (`en`). |
|
|
| ## Dataset Structure |
|
|
| ### Data Instances |
|
|
| Here is an example from the dataset: |
| ```json |
| { |
| "source": "how toil to raise funds, propagate reforms, initiate institutions!", |
| "targets": ["چه زحمتها که بکشد تا منابع مالی را تامین کند اصطلاحات را ترویج کند نهادهایی به راه اندازد."], |
| "category": "mizan_dev_en_fa" |
| } |
| ``` |
|
|
| ### Data Fields |
|
|
| - `source`: the input sentences, in English. |
| - `targets`: the list of gold target translations in Persian. |
| - `category`: the source from which the dataset is mined. |
|
|
| ### Data Splits |
|
|
| The train/de/test split contains 1,621,666/2,138/48,360 samples. |
|
|
| ## Dataset Creation |
|
|
| ### Curation Rationale |
|
|
| For details, check [the corresponding draft](https://arxiv.org/abs/2012.06154). |
|
|
| ### Source Data |
|
|
| #### Initial Data Collection and Normalization |
|
|
| [More Information Needed] |
|
|
| #### Who are the source language producers? |
|
|
| [More Information Needed] |
|
|
| ### Annotations |
|
|
| #### Annotation process |
|
|
| [More Information Needed] |
|
|
| #### Who are the annotators? |
|
|
| [More Information Needed] |
|
|
| ### Personal and Sensitive Information |
|
|
| [More Information Needed] |
|
|
| ## Considerations for Using the Data |
|
|
| ### Social Impact of Dataset |
|
|
| [More Information Needed] |
|
|
| ### Discussion of Biases |
|
|
| [More Information Needed] |
|
|
| ### Other Known Limitations |
|
|
| [More Information Needed] |
|
|
| ## Additional Information |
|
|
| ### Dataset Curators |
|
|
| [More Information Needed] |
|
|
| ### Licensing Information |
|
|
| CC BY-NC-SA 4.0 License |
|
|
| ### Citation Information |
| ```bibtex |
| @article{huggingface:dataset, |
| title = {ParsiNLU: A Suite of Language Understanding Challenges for Persian}, |
| authors = {Khashabi, Daniel and Cohan, Arman and Shakeri, Siamak and Hosseini, Pedram and Pezeshkpour, Pouya and Alikhani, Malihe and Aminnaseri, Moin and Bitaab, Marzieh and Brahman, Faeze and Ghazarian, Sarik and others}, |
| year={2020} |
| journal = {arXiv e-prints}, |
| eprint = {2012.06154}, |
| } |
| ``` |
|
|
| ### Contributions |
|
|
| Thanks to [@danyaljj](https://github.com/danyaljj) for adding this dataset. |
|
|
