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  1. .gitattributes +1 -0
  2. README.md +206 -0
  3. test.json +0 -0
  4. train.json +3 -0
.gitattributes CHANGED
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  # Video files - compressed
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  *.mp4 filter=lfs diff=lfs merge=lfs -text
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README.md ADDED
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+ ---
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+ annotations_creators:
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+ - crowdsourced
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+ language_creators:
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+ - crowdsourced
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+ - found
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+ language:
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+ - fa
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+ license: other
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+ multilinguality:
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+ - monolingual
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+ size_categories:
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+ - 1K<n<20K
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+ source_datasets:
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+ - extended|wikipedia
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+ task_categories:
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+ - question-answering
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+ task_ids:
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+ - extractive-qa
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+ paperswithcode_id: PersianQuAD
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+ pretty_name: PersianQuAD
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+ dataset_info:
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+ config_name: default
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+ features:
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+ - name: id
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+ dtype: string
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+ - name: title
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+ dtype: string
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+ - name: context
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+ dtype: string
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+ - name: question
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+ dtype: string
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+ - name: is_impossible
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+ dtype: bool
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+ - name: answers
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+ sequence:
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+ - name: text
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+ dtype: string
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+ - name: answer_start
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+ dtype: int32
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+ splits:
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+ - name: train
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+ num_bytes: 22790144
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+ num_examples: 18567
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+ - name: test
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+ num_bytes: 385787
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+ num_examples: 1000
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+ download_size: 23175931
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+ dataset_size: 23175931
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+ configs:
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+ - config_name: default
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+ data_files:
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+ - split: train
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+ path: train.json
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+ - split: test
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+ path: test.json
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+ default: true
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+ train-eval-index:
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+ - config: default
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+ task: question-answering
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+ task_id: extractive_question_answering
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+ splits:
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+ train_split: train
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+ test_split: test
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+ col_mapping:
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+ question: question
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+ context: context
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+ answers:
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+ text: text
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+ answer_start: answer_start
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+ metrics:
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+ - type: squad
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+ name: SQuAD
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+ ---
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+
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+ # Dataset Card for PersianQuAD
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+
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+ ## Table of Contents
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+ - [Dataset Card for "PersianQuAD"](#dataset-card-for-PersianQuAD)
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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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+ - [plain_text](#plain_text)
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+ - [Data Fields](#data-fields)
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+ - [plain_text](#plain_text-1)
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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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+ - [Initial Data Collection and Normalization](#initial-data-collection-and-normalization)
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+ - [Who are the source language producers?](#who-are-the-source-language-producers)
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+ - [Annotations](#annotations)
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+ - [Annotation process](#annotation-process)
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+ - [Who are the annotators?](#who-are-the-annotators)
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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://github.com/BigData-IsfahanUni/PersianQuAD
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+ - **Repository:** [More Information Needed](https://github.com/BigData-IsfahanUni/PersianQuAD/tree/main/Dataset)
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+ - **Paper:** https://ieeexplore.ieee.org/document/9729745/
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+ - **Point of Contact:** [More Information Needed](https://bigdata-ui.ir/fa/home-fa/#how-to-contribute-to-the-dataset-cards)
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+
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+ ### Dataset Summary
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+
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+ The Native Question Answering Dataset for the Persian Language
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+ ### Supported Tasks and Leaderboards
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+
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+ Question Answering.
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+
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+ ### Languages
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+
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+ Persian(`fa`).
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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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+ #### plain_text
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+
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+ - **Size of downloaded dataset files:** 22.1 MB
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+
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+
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+ An example of 'train' looks as follows.
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+ ```
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+ {
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+ "answers": {
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+ "answer_start": [1],
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+ "text": ["This is a test text"]
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+ },
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+ "context": "This is a test context.",
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+ "id": "1",
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+ "question": "Is this a test?",
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+ "title": "train test"
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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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+ The data fields are the same among all splits.
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+
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+ #### plain_text
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+ - `id`: a `string` feature.
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+ - `title`: a `string` feature.
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+ - `context`: a `string` feature.
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+ - `question`: a `string` feature.
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+ - `answers`: a dictionary feature containing:
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+ - `text`: a `string` feature.
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+ - `answer_start`: a `int32` feature.
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+
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+ ### Data Splits
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+
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+ | name |train|test|
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+ |----------|----:|---:|
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+ |plain_text|18567|1000|
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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](https://github.com/BigData-IsfahanUni/PersianQuAD)
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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](https://github.com/BigData-IsfahanUni/PersianQuAD)
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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](https://github.com/BigData-IsfahanUni/PersianQuAD)
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+
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+
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+ ## Additional Information
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+
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+ ### Licensing Information
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+
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+ The dataset is distributed under the other license.
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+
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+ ### Citation Information
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+
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+ ```
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+ @ARTICLE{PersianQuAD-Access,
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+ author={Kazemi, Arefeh and Mozafari, Jamshid and Nematbakhsh, Mohammad Ali},
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+ journal={IEEE Access},
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+ title={PersianQuAD: The Native Question Answering Dataset for the Persian Language},
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+ year={2022},
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+ volume={10},
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+ number={},
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+ pages={26045-26057},
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+ doi={10.1109/ACCESS.2022.3157289}
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+ }
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+ ```
test.json ADDED
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train.json ADDED
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