---
dataset_info:
  features:
  - name: title
    dtype: string
  - name: context
    dtype: string
  - name: question
    dtype: string
  - name: answers
    struct:
    - name: answers_start
      sequence: int64
    - name: text
      sequence: string
  - name: is_impossible
    dtype: bool
  splits:
  - name: test
    num_bytes: 865505
    num_examples: 800
  - name: valid
    num_bytes: 217746
    num_examples: 200
  - name: test_hasAns
    num_bytes: 458114
    num_examples: 400
  - name: valid_hasAns
    num_bytes: 113725
    num_examples: 100
  download_size: 785547
  dataset_size: 1655090
license: apache-2.0
task_categories:
- question-answering
- feature-extraction
- sentence-similarity
language:
- fr
size_categories:
- n<1K
---
# Dataset Card for "Fquad2_test"

This dataset is released as part of FrenchBench, a benchmarking initiative for French Language Model evaluation.

It can be used for extractive QA, binary classifcation or infiormation retrieving evaluation !

# Cite

```bibtex
@misc{faysse2024croissantllm,
      title={CroissantLLM: A Truly Bilingual French-English Language Model}, 
      author={Manuel Faysse and Patrick Fernandes and Nuno M. Guerreiro and António Loison and Duarte M. Alves and Caio Corro and Nicolas Boizard and João Alves and Ricardo Rei and Pedro H. Martins and Antoni Bigata Casademunt and François Yvon and André F. T. Martins and Gautier Viaud and Céline Hudelot and Pierre Colombo},
      year={2024},
      eprint={2402.00786},
      archivePrefix={arXiv},
      primaryClass={cs.CL}
}

@misc{heinrich2021fquad20,
      title={FQuAD2.0: French Question Answering and knowing that you know nothing}, 
      author={Quentin Heinrich and Gautier Viaud and Wacim Belblidia},
      year={2021},
      eprint={2109.13209},
      archivePrefix={arXiv},
      primaryClass={cs.CL}
}

@misc{dhoffschmidt2020fquad,
      title={FQuAD: French Question Answering Dataset}, 
      author={Martin d'Hoffschmidt and Wacim Belblidia and Tom Brendlé and Quentin Heinrich and Maxime Vidal},
      year={2020},
      eprint={2002.06071},
      archivePrefix={arXiv},
      primaryClass={cs.CL}
}
```