Datasets:
ArXiv:
License:
annotations_creators: | |
- no-annotation | |
language_creators: | |
- found | |
language: | |
- en | |
- kn | |
license: | |
- cc-by-nc-4.0 | |
multilinguality: | |
- translation | |
size_categories: | |
- n<1K | |
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. |