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  ## Dataset Creation
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+ ## About
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+ This repository contains the Hindi Named Entity Recognition dataset (HiNER) published at the Langauge Resources and Evaluation conference (LREC) in 2022.
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+ ### Recent Updates
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+ * Version 0.0.5: HiNER initial release
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+
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+ ## Usage
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+ You should have the 'datasets' packages installed to be able to use the :rocket: HuggingFace datasets repository. Please use the following command and install via pip:
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+ ```code
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+ pip install datasets
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+ ```
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+ To use the original dataset with all the tags, please use:<br/>
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+ ```python
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+ from datasets import load_dataset
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+ hiner = load_dataset('cfilt/HiNER-original')
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+ ```
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+ To use the collapsed dataset with only PER, LOC, and ORG tags, please use:<br/>
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+ ```python
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+ from datasets import load_dataset
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+ hiner = load_dataset('cfilt/HiNER-collapsed')
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+ ```
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+ However, the CoNLL format dataset files can also be found on this Git repository under the [data](data/) folder.
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+ This dataset can be imported by executing:
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  ## Dataset Creation
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