metadata

license: bsd-2-clause
task_categories:
  - text-classification
language:
  - fr
size_categories:
  - 1K<n<10K

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Dataset Description

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Dataset Summary

This repository contains a machine-translated French version of the portion of MultiNLI concerning the 9/11 terrorist attacks (2000 examples). Note that these 2000 examples included in MultiNLI (and machine translated in French here) on the subject of 9/11 are different from the 249 examples in the validation subset and the 501 ones in the test subset of XNLI on the same subject.

In the original subset of MultiNLI on 9/11, 26 examples were left without gold label. In this French version, we have given a gold label also to these examples (so that there are no more examples without gold label), according to our reading of the examples.

Supported Tasks and Leaderboards

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Languages

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Dataset Structure

Data Instances

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Data Fields

premise: The machine translated premise in the target language.
hypothesis: The machine translated premise in the target language.
label: The classification label, with possible values 0 (entailment), 1 (neutral), 2 (contradiction).
label_text: The classification label, with possible values entailment (0), neutral (1), contradiction (2).
pairID: Unique identifier for pair.
promptID: Unique identifier for prompt.
premise_original: The original premise from the English source dataset.
hypothesis_original: The original hypothesis from the English source dataset.

Data Splits

name	entailment	neutral	contradiction
mnli_fr	705	641	654

Dataset Creation

Curation Rationale

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Source Data

Initial Data Collection and Normalization

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Who are the source language producers?

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Annotations

Annotation process

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Who are the annotators?

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Personal and Sensitive Information

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Considerations for Using the Data

Social Impact of Dataset

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Discussion of Biases

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Other Known Limitations

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Additional Information

Dataset Curators

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Licensing Information

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Citation Information

@InProceedings{N18-1101,
  author = "Williams, Adina
            and Nangia, Nikita
            and Bowman, Samuel",
  title = "A Broad-Coverage Challenge Corpus for
           Sentence Understanding through Inference",
  booktitle = "Proceedings of the 2018 Conference of
               the North American Chapter of the
               Association for Computational Linguistics:
               Human Language Technologies, Volume 1 (Long
               Papers)",
  year = "2018",
  publisher = "Association for Computational Linguistics",
  pages = "1112--1122",
  location = "New Orleans, Louisiana",
  url = "http://aclweb.org/anthology/N18-1101"
}

Contributions

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