Datasets:
The dataset preview is not available for this dataset.
Need help to make the dataset viewer work? Open an issue for direct support.
Dataset Card for Samanantar
Dataset Summary
Samanantar is the largest publicly available parallel corpora collection for Indic languages: 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 languages:
- 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.
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 for adding this dataset.