Datasets:
Multilinguality:
translation
Size Categories:
unknown
Language Creators:
found
Annotations Creators:
no-annotation
Source Datasets:
original
ArXiv:
License:
| annotations_creators: | |
| - no-annotation | |
| language_creators: | |
| - found | |
| language: | |
| - en | |
| - as | |
| - bn | |
| - gu | |
| - hi | |
| - kn | |
| - ml | |
| - mr | |
| - or | |
| - pa | |
| - ta | |
| - te | |
| license: | |
| - cc-by-nc-4.0 | |
| multilinguality: | |
| - translation | |
| size_categories: | |
| - unknown | |
| source_datasets: | |
| - original | |
| task_categories: | |
| - text-generation | |
| - translation | |
| task_ids: [] | |
| pretty_name: Samanantar | |
| tags: | |
| - conditional-text-generation | |
| # Dataset Card for Samanantar | |
| ## Table of Contents | |
| - [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) | |
| - [Annotations](#annotations) | |
| - [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:** https://indicnlp.ai4bharat.org/samanantar/ | |
| - **Repository:** | |
| - **Paper:** [Samanantar: The Largest Publicly Available Parallel Corpora Collection for 11 Indic Languages](https://arxiv.org/abs/2104.05596) | |
| - **Leaderboard:** | |
| - **Point of Contact:** | |
| ### Dataset Summary | |
| Samanantar is the largest publicly available parallel corpora collection for Indic language: Assamese, Bengali, | |
| Gujarati, Hindi, Kannada, Malayalam, Marathi, Oriya, Punjabi, Tamil, Telugu. | |
| The corpus has 49.6M sentence pairs between English to Indian Languages. | |
| ### Supported Tasks and Leaderboards | |
| [More Information Needed] | |
| ### Languages | |
| Samanantar contains parallel sentences between English (`en`) and 11 Indic language: | |
| - Assamese (`as`), | |
| - Bengali (`bn`), | |
| - Gujarati (`gu`), | |
| - Hindi (`hi`), | |
| - Kannada (`kn`), | |
| - Malayalam (`ml`), | |
| - Marathi (`mr`), | |
| - Odia (`or`), | |
| - Punjabi (`pa`), | |
| - Tamil (`ta`) and | |
| - Telugu (`te`). | |
| ## Dataset Structure | |
| ### Data Instances | |
| ``` | |
| { | |
| 'idx': 0, | |
| 'src': 'Prime Minister Narendra Modi met Her Majesty Queen Maxima of the Kingdom of the Netherlands today.', | |
| 'tgt': 'নতুন দিল্লিতে সোমবার প্রধানমন্ত্রী শ্রী নরেন্দ্র মোদীর সঙ্গে নেদারন্যান্ডসের মহারানী ম্যাক্সিমা সাক্ষাৎ করেন।', | |
| 'data_source': 'pmi' | |
| } | |
| ``` | |
| ### Data Fields | |
| - `idx` (int): ID. | |
| - `src` (string): Sentence in source language (English). | |
| - `tgt` (string): Sentence in destination language (one of the 11 Indic languages). | |
| - `data_source` (string): Source of the data. | |
| For created data sources, depending on the destination language, it might be one of: | |
| - anuvaad_catchnews | |
| - anuvaad_DD_National | |
| - anuvaad_DD_sports | |
| - anuvaad_drivespark | |
| - anuvaad_dw | |
| - anuvaad_financialexpress | |
| - anuvaad-general_corpus | |
| - anuvaad_goodreturns | |
| - anuvaad_indianexpress | |
| - anuvaad_mykhel | |
| - anuvaad_nativeplanet | |
| - anuvaad_newsonair | |
| - anuvaad_nouns_dictionary | |
| - anuvaad_ocr | |
| - anuvaad_oneindia | |
| - anuvaad_pib | |
| - anuvaad_pib_archives | |
| - anuvaad_prothomalo | |
| - anuvaad_timesofindia | |
| - asianetnews | |
| - betterindia | |
| - bridge | |
| - business_standard | |
| - catchnews | |
| - coursera | |
| - dd_national | |
| - dd_sports | |
| - dwnews | |
| - drivespark | |
| - fin_express | |
| - goodreturns | |
| - gu_govt | |
| - jagran-business | |
| - jagran-education | |
| - jagran-sports | |
| - ie_business | |
| - ie_education | |
| - ie_entertainment | |
| - ie_general | |
| - ie_lifestyle | |
| - ie_news | |
| - ie_sports | |
| - ie_tech | |
| - indiccorp | |
| - jagran-entertainment | |
| - jagran-lifestyle | |
| - jagran-news | |
| - jagran-tech | |
| - khan_academy | |
| - Kurzgesagt | |
| - marketfeed | |
| - mykhel | |
| - nativeplanet | |
| - nptel | |
| - ocr | |
| - oneindia | |
| - pa_govt | |
| - pmi | |
| - pranabmukherjee | |
| - sakshi | |
| - sentinel | |
| - thewire | |
| - toi | |
| - tribune | |
| - vsauce | |
| - wikipedia | |
| - zeebiz | |
| ### Data Splits | |
| [More Information Needed] | |
| ## Dataset Creation | |
| ### Curation Rationale | |
| [More Information Needed] | |
| ### 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 | |
| [Creative Commons Attribution-NonCommercial 4.0 International](https://creativecommons.org/licenses/by-nc/4.0/). | |
| ### Citation Information | |
| ``` | |
| @misc{ramesh2021samanantar, | |
| title={Samanantar: The Largest Publicly Available Parallel Corpora Collection for 11 Indic Languages}, | |
| author={Gowtham Ramesh and Sumanth Doddapaneni and Aravinth Bheemaraj and Mayank Jobanputra and Raghavan AK and Ajitesh Sharma and Sujit Sahoo and Harshita Diddee and Mahalakshmi J and Divyanshu Kakwani and Navneet Kumar and Aswin Pradeep and Srihari Nagaraj and Kumar Deepak and Vivek Raghavan and Anoop Kunchukuttan and Pratyush Kumar and Mitesh Shantadevi Khapra}, | |
| year={2021}, | |
| eprint={2104.05596}, | |
| archivePrefix={arXiv}, | |
| primaryClass={cs.CL} | |
| } | |
| ``` | |
| ### Contributions | |
| Thanks to [@albertvillanova](https://github.com/albertvillanova) for adding this dataset. | |