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Datasets:
abdoelsayed
/
ArabicaQA

Tasks:
Question Answering
Languages:
Arabic
Size:
10K<n<100K
ArXiv:
License:
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The dataset viewer is not available for this split.
Cannot extract the features (columns) for the split 'train' of the config 'default' of the dataset.
Error code:   FeaturesError
Exception:    ValueError
Message:      Not able to read records in the JSON file at hf://datasets/abdoelsayed/ArabicaQA@1bbae9e6746c3f6d4f91c3b67948bb0a82d8e8b4/MRC/train.json. You should probably indicate the field of the JSON file containing your records. This JSON file contain the following fields: ['data']. Select the correct one and provide it as `field='XXX'` to the dataset loading method. 
Traceback:    Traceback (most recent call last):
                File "/src/services/worker/src/worker/job_runners/split/first_rows.py", line 240, in compute_first_rows_from_streaming_response
                  iterable_dataset = iterable_dataset._resolve_features()
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/iterable_dataset.py", line 2216, in _resolve_features
                  features = _infer_features_from_batch(self.with_format(None)._head())
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/iterable_dataset.py", line 1239, in _head
                  return _examples_to_batch(list(self.take(n)))
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/iterable_dataset.py", line 1389, in __iter__
                  for key, example in ex_iterable:
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/iterable_dataset.py", line 1044, in __iter__
                  yield from islice(self.ex_iterable, self.n)
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/iterable_dataset.py", line 282, in __iter__
                  for key, pa_table in self.generate_tables_fn(**self.kwargs):
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/packaged_modules/json/json.py", line 170, in _generate_tables
                  raise ValueError(
              ValueError: Not able to read records in the JSON file at hf://datasets/abdoelsayed/ArabicaQA@1bbae9e6746c3f6d4f91c3b67948bb0a82d8e8b4/MRC/train.json. You should probably indicate the field of the JSON file containing your records. This JSON file contain the following fields: ['data']. Select the correct one and provide it as `field='XXX'` to the dataset loading method.

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ArabicaQA

ArabicaQA: Comprehensive Dataset for Arabic Question Answering

This repository contains dataset for paper ArabicaQA: Comprehensive Dataset for Arabic Question Answering. Below, we provide details regarding the materials available in this repository:

Dataset

Within this folder, you will find the training, validation, and test sets of the ArabicaQA dataset. Refer to the table below for the dataset statistics:

Training Validation Test
MRC (with answers) 62,186 13,483 13,426
MRC (unanswerable) 2,596 561 544
Open-Domain 62,057 13,475 13,414
Open-Domain 58,528 12,541 12,541

Citation

If you find these codes or data useful, please consider citing our paper as:

@misc{abdallah2024arabicaqa,
      title={ArabicaQA: A Comprehensive Dataset for Arabic Question Answering}, 
      author={Abdelrahman Abdallah and Mahmoud Kasem and Mahmoud Abdalla and Mohamed Mahmoud and Mohamed Elkasaby and Yasser Elbendary and Adam Jatowt},
      year={2024},
      eprint={2403.17848},
      archivePrefix={arXiv},
      primaryClass={cs.CL}
}
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