Add dataset card

README.md

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+---
+annotations_creators:
+- no-annotation
+language_creators:
+- found
+languages:
+- en
+- as
+- bn
+- gu
+- hi
+- kn
+- ml
+- mr
+- or
+- pa
+- ta
+- te
+licenses:
+- cc-by-nc-4.0
+multilinguality:
+- translation
+pretty_name: Samanantar
+size_categories:
+- unknown
+source_datasets:
+- original
+task_categories:
+- conditional-text-generation
+task_ids:
+- machine-translation
+---
+
+# 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 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](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.