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  license: cc0-1.0
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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  ---
 
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  license: cc0-1.0
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+
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+ annotations_creators: []
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+ language_creators:
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+ - crowdsourced
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+ - expert-generated
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+ - machine-generated
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+ - found
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+ - other
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+ language:
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+ - asm
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+ - ben
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+ - brx
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+ - guj
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+ - hin
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+ - kan
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+ - kas
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+ - kok
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+ - mai
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+ - mal
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+ - mar
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+ - mni
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+ - nep
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+ - ori
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+ - pan
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+ - san
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+ - sat
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+ - sid
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+ - snd
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+ - tam
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+ - tel
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+ - urd
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+ multilinguality:
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+ - multilingual
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+ pretty_name: Bhasha-Abhijnaanam
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+ size_categories: []
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+ source_datasets:
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+ - original
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+ task_categories:
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+ - text-generation
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+ task_ids: []
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+ ---
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+
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+ # Dataset Card for Aksharantar
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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:**
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+ - **Repository:** https://github.com/AI4Bharat/IndicLID
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+ - **Paper:** [paper name](link)
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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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+ Bhasha-Abhijnaanam is a language identification test set for native-script as well as Romanized text which spans 22 Indic 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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+ | <!-- --> | <!-- --> | <!-- --> | <!-- --> | <!-- --> | <!-- --> |
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+ | -------------- | -------------- | -------------- | --------------- | -------------- | ------------- |
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+ | Assamese (asm) | Hindi (hin) | Maithili (mai) | Nepali (nep) | Sanskrit (san) | Tamil (tam) |
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+ | Bengali (ben) | Kannada (kan) | Malayalam (mal)| Oriya (ori) | Santali (sat) | Telugu (tel) |
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+ | Bodo(brx) | Kashmiri (kas) | Manipuri (mni) | Punjabi (pan) | Sindhi (snd) | Urdu (urd) |
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+ | Gujarati (guj) | Konkani (kok) | Marathi (mar)
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+
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+
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+ ## Dataset Structure
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+
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+
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+ ### Data Instances
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+
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+ ```
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+ A random sample from Hindi (hin) Test dataset.
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+ {
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+ "unique_identifier": "hin1",
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+ "native sentence": "",
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+ "romanized sentence": "",
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+ "language": "Hindi",
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+ "script": "Devanagari",
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+ "source": "Dakshina",
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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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+ - `unique_identifier` (string): 3-letter language code followed by a unique number in Test set.
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+ - `native sentence` (string): A sentence in Indic language.
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+ - `romanized sentence` (string): Transliteration of native sentence in English (Romanized sentence).
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+ - `language` (string): Language of native sentence.
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+ - `script` (string): Script in which native sentence is written.
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+ - `source` (string): Source of the data.
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+
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+ For created data sources, depending on the destination/sampling method of a pair in a language, it will be one of:
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+ - Dakshina Dataset
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+ - Flores-200
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+ - Manually Romanized
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+ - Manually generated
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+
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+
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+
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+ ### Data Splits
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+
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+ | Subset | asm | ben | brx | guj | hin | kan | kas (Perso-Arabic) | kas (Devanagari) | kok | mai | mal | mni (Bengali) | mni (Meetei Mayek) | mar | nep | ori | pan | san | sid | tam | tel | urd |
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+ |:------:|:------:|:------:|:------:|:------:|:------:|:------:|:------:|:------:|:------:|:------:|:------:|:------:|:------:|:------:|:------:|:------:|:------:|:------:|:------:|:------:|
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+ | Native | 1012 | 5606 | 1500 | 5797 | 5617 | 5859 | 2511 | 1012 | 1500 | 2512 | 5628 | 1012 | 1500 | 5611 | 2512 | 1012 | 5776 | 2510 | 2512 | 5893 | 5779 | 5751 | 6883 |
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+ | Romanized | 512 | 4595 | 433 | 512 | 4785 | 4606 | 4848 | 450 | 0 | 444 | 439 | 4617 | 442 | 0 | 4603 | 423 | 512 | 4765 | 448 | 0 | 4881 | 4767 | 4741 | 4371 |
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+
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+
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+ ## Dataset Creation
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+
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+ Information in the paper. [paper name](link)
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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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+ Information in the paper. [paper name](link)
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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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+ Information in the paper. [paper name](link)
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+
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+ #### Annotation process
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+
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+ Information in the paper. [paper name](link)
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+
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+ #### Who are the annotators?
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+
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+ Information in the paper. [paper name](link)
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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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+ <!-- <a rel="license" float="left" href="http://creativecommons.org/publicdomain/zero/1.0/">
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+ <img src="https://licensebuttons.net/p/zero/1.0/88x31.png" style="border-style: none;" alt="CC0" width="100" />
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+ <img src="https://mirrors.creativecommons.org/presskit/buttons/88x31/png/by.png" style="border-style: none;" alt="CC-BY" width="100" href="http://creativecommons.org/publicdomain/zero/1.0/"/>
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+ </a>
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+ <br/> -->
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+
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+
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+ This data is released under the following licensing scheme:
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+
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+ - Manually collected data: Released under CC0 license.
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+
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+
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+ **CC0 License Statement**
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+
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+ <a rel="license" float="left" href="https://creativecommons.org/about/cclicenses/">
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+ <img src="https://licensebuttons.net/p/zero/1.0/88x31.png" style="border-style: none;" alt="CC0" width="100"/>
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+ </a>
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+
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+ <br>
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+ <br>
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+
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+ - We do not own any of the text from which this data has been extracted.
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+ - We license the actual packaging of manually collected data under the [Creative Commons CC0 license (“no rights reserved”)](http://creativecommons.org/publicdomain/zero/1.0).
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+ - To the extent possible under law, <a rel="dct:publisher" href="https://indicnlp.ai4bharat.org/"> <span property="dct:title">AI4Bharat</span></a> has waived all copyright and related or neighboring rights to <span property="dct:title">Aksharantar</span> manually collected data and existing sources.
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+ - This work is published from: India.
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+
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+ ### Citation Information
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+
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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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  ---