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Add dataset card

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+ ---
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+ annotations_creators:
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+ - no-annotation
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+ language_creators:
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+ - found
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+ languages:
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+ - en
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+ - as
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+ - bn
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+ - gu
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+ - hi
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+ - kn
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+ - ml
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+ - mr
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+ - or
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+ - pa
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+ - ta
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+ - te
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+ licenses:
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+ - cc-by-nc-4.0
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+ multilinguality:
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+ - translation
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+ pretty_name: Samanantar
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+ size_categories:
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+ - unknown
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+ source_datasets:
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+ - original
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+ task_categories:
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+ - conditional-text-generation
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+ task_ids:
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+ - machine-translation
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+ ---
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+
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+ # Dataset Card for Samanantar
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+
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+ ## Table of Contents
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+ - [Table of Contents](#table-of-contents)
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+ - [Dataset Description](#dataset-description)
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+ - [Dataset Summary](#dataset-summary)
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+ - [Supported Tasks and Leaderboards](#supported-tasks-and-leaderboards)
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+ - [Languages](#languages)
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+ - [Dataset Structure](#dataset-structure)
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+ - [Data Instances](#data-instances)
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+ - [Data Fields](#data-fields)
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+ - [Data Splits](#data-splits)
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+ - [Dataset Creation](#dataset-creation)
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+ - [Curation Rationale](#curation-rationale)
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+ - [Source Data](#source-data)
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+ - [Annotations](#annotations)
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+ - [Personal and Sensitive Information](#personal-and-sensitive-information)
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+ - [Considerations for Using the Data](#considerations-for-using-the-data)
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+ - [Social Impact of Dataset](#social-impact-of-dataset)
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+ - [Discussion of Biases](#discussion-of-biases)
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+ - [Other Known Limitations](#other-known-limitations)
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+ - [Additional Information](#additional-information)
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+ - [Dataset Curators](#dataset-curators)
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+ - [Licensing Information](#licensing-information)
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+ - [Citation Information](#citation-information)
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+ - [Contributions](#contributions)
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+
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+ ## Dataset Description
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+
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+ - **Homepage:** https://indicnlp.ai4bharat.org/samanantar/
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+ - **Repository:**
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+ - **Paper:** [Samanantar: The Largest Publicly Available Parallel Corpora Collection for 11 Indic Languages](https://arxiv.org/abs/2104.05596)
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+ - **Leaderboard:**
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+ - **Point of Contact:**
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+
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+ ### Dataset Summary
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+
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+ Samanantar is the largest publicly available parallel corpora collection for Indic languages: Assamese, Bengali,
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+ Gujarati, Hindi, Kannada, Malayalam, Marathi, Oriya, Punjabi, Tamil, Telugu.
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+
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+ The corpus has 49.6M sentence pairs between English to Indian Languages.
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+
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+ ### Supported Tasks and Leaderboards
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+
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+ [More Information Needed]
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+
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+ ### Languages
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+
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+ Samanantar contains parallel sentences between English (`en`) and 11 Indic languages:
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+ - Assamese (`as`),
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+ - Bengali (`bn`),
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+ - Gujarati (`gu`),
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+ - Hindi (`hi`),
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+ - Kannada (`kn`),
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+ - Malayalam (`ml`),
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+ - Marathi (`mr`),
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+ - Odia (`or`),
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+ - Punjabi (`pa`),
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+ - Tamil (`ta`) and
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+ - Telugu (`te`).
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+
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+ ## Dataset Structure
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+
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+ ### Data Instances
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+
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+ ```
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+ {
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+ 'idx': 0,
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+ 'src': 'Prime Minister Narendra Modi met Her Majesty Queen Maxima of the Kingdom of the Netherlands today.',
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+ 'tgt': 'নতুন দিল্লিতে সোমবার প্রধানমন্ত্রী শ্রী নরেন্দ্র মোদীর সঙ্গে নেদারন্যান্ডসের মহারানী ম্যাক্সিমা সাক্ষাৎ করেন।',
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+ 'data_source': 'pmi'
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+ }
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+ ```
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+
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+ ### Data Fields
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+
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+ - `idx` (int): ID.
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+ - `src` (string): Sentence in source language (English).
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+ - `tgt` (string): Sentence in destination language (one of the 11 Indic languages).
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+ - `data_source` (string): Source of the data.
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+ For created data sources, depending on the destination language, it might be one of:
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+ - anuvaad_catchnews
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+ - anuvaad_DD_National
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+ - anuvaad_DD_sports
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+ - anuvaad_drivespark
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+ - anuvaad_dw
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+ - anuvaad_financialexpress
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+ - anuvaad-general_corpus
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+ - anuvaad_goodreturns
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+ - anuvaad_indianexpress
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+ - anuvaad_mykhel
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+ - anuvaad_nativeplanet
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+ - anuvaad_newsonair
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+ - anuvaad_nouns_dictionary
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+ - anuvaad_ocr
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+ - anuvaad_oneindia
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+ - anuvaad_pib
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+ - anuvaad_pib_archives
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+ - anuvaad_prothomalo
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+ - anuvaad_timesofindia
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+ - asianetnews
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+ - betterindia
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+ - bridge
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+ - business_standard
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+ - catchnews
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+ - coursera
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+ - dd_national
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+ - dd_sports
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+ - dwnews
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+ - drivespark
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+ - fin_express
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+ - goodreturns
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+ - gu_govt
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+ - jagran-business
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+ - jagran-education
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+ - jagran-sports
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+ - ie_business
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+ - ie_education
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+ - ie_entertainment
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+ - ie_general
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+ - ie_lifestyle
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+ - ie_news
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+ - ie_sports
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+ - ie_tech
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+ - indiccorp
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+ - jagran-entertainment
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+ - jagran-lifestyle
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+ - jagran-news
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+ - jagran-tech
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+ - khan_academy
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+ - Kurzgesagt
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+ - marketfeed
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+ - mykhel
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+ - nativeplanet
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+ - nptel
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+ - ocr
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+ - oneindia
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+ - pa_govt
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+ - pmi
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+ - pranabmukherjee
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+ - sakshi
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+ - sentinel
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+ - thewire
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+ - toi
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+ - tribune
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+ - vsauce
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+ - wikipedia
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+ - zeebiz
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+
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+ ### Data Splits
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+
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+ [More Information Needed]
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+
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+ ## Dataset Creation
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+
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+ ### Curation Rationale
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+
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+ [More Information Needed]
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+
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+ ### Source Data
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+
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+ #### Initial Data Collection and Normalization
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+
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+ [More Information Needed]
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+
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+ #### Who are the source language producers?
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+
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+ [More Information Needed]
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+
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+ ### Annotations
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+
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+ #### Annotation process
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+
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+ [More Information Needed]
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+
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+ #### Who are the annotators?
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+
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+ [More Information Needed]
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+
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+ ### Personal and Sensitive Information
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+
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+ [More Information Needed]
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+
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+ ## Considerations for Using the Data
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+
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+ ### Social Impact of Dataset
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+
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+ [More Information Needed]
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+
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+ ### Discussion of Biases
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+
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+ [More Information Needed]
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+
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+ ### Other Known Limitations
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+
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+ [More Information Needed]
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+
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+ ## Additional Information
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+
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+ ### Dataset Curators
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+
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+ [More Information Needed]
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+
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+ ### Licensing Information
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+
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+ [Creative Commons Attribution-NonCommercial 4.0 International](https://creativecommons.org/licenses/by-nc/4.0/).
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+
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+ ### Citation Information
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+
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+ ```
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+ @misc{ramesh2021samanantar,
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+ title={Samanantar: The Largest Publicly Available Parallel Corpora Collection for 11 Indic Languages},
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+ 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},
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+ year={2021},
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+ eprint={2104.05596},
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+ archivePrefix={arXiv},
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+ primaryClass={cs.CL}
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+ }
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+ ```
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+
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+ ### Contributions
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+
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+ Thanks to [@albertvillanova](https://github.com/albertvillanova) for adding this dataset.