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Question answering

Question answering is the task of answering a question.

Table of contents

Reading comprehension

FQuAD

The French Question Answering dataset (FQuAD) is a reading comprehension dataset in the style of SQuAD. It consists of 25k questions on Wikipedia articles. The dataset is available here.

Example:

Document Question Answer
Des observations de 2015 par la sonde Dawn ont confirmé qu'elle possède une forme sphérique, à la différence des corps plus petits qui ont une forme irrégulière. [...] A quand remonte les observations faites par la sonde Dawn ? 2015
Model F1 EM Paper
Human performance 92.1 78.4 FQuAD: French Question Answering Dataset
CamemBERTQA (d'Hoffschmidt et al., 2020)* 88.0 77.9 FQuAD: French Question Answering Dataset
CamemBERTQA (d'Hoffschmidt et al., 2020)† 84.1 70.9 FQuAD: French Question Answering Dataset

*: trained on the FQuAD training set

†: trained on the SQuAD training set and zero-shot transferred to the FQuAD test set.