Project PIAF: Building a Native French Question-Answering Dataset
Rachel Keraron, Guillaume Lancrenon, Mathilde Bras, Frédéric Allary, Gilles Moyse, Thomas Scialom, Edmundo-Pavel Soriano-Morales, Jacopo Staiano
Abstract
Motivated by the lack of data for non-English languages, in particular for the evaluation of downstream tasks such as Question Answering, we present a participatory effort to collect a native French Question Answering Dataset. Furthermore, we describe and publicly release the annotation tool developed for our collection effort, along with the data obtained and preliminary baselines.- Anthology ID:
- 2020.lrec-1.673
- Volume:
- Proceedings of the Twelfth Language Resources and Evaluation Conference
- Month:
- May
- Year:
- 2020
- Address:
- Marseille, France
- Editors:
- Nicoletta Calzolari, Frédéric Béchet, Philippe Blache, Khalid Choukri, Christopher Cieri, Thierry Declerck, Sara Goggi, Hitoshi Isahara, Bente Maegaard, Joseph Mariani, Hélène Mazo, Asuncion Moreno, Jan Odijk, Stelios Piperidis
- Venue:
- LREC
- SIG:
- Publisher:
- European Language Resources Association
- Note:
- Pages:
- 5481–5490
- Language:
- English
- URL:
- https://aclanthology.org/2020.lrec-1.673
- DOI:
- Bibkey:
- Cite (ACL):
- Rachel Keraron, Guillaume Lancrenon, Mathilde Bras, Frédéric Allary, Gilles Moyse, Thomas Scialom, Edmundo-Pavel Soriano-Morales, and Jacopo Staiano. 2020. Project PIAF: Building a Native French Question-Answering Dataset. In Proceedings of the Twelfth Language Resources and Evaluation Conference, pages 5481–5490, Marseille, France. European Language Resources Association.
- Cite (Informal):
- Project PIAF: Building a Native French Question-Answering Dataset (Keraron et al., LREC 2020)
- Copy Citation:
- PDF:
- https://aclanthology.org/2020.lrec-1.673.pdf
- Code
- etalab/piaf
- Data
- FQuAD, French Wikipedia, SQuAD
Export citation
@inproceedings{keraron-etal-2020-project, title = "Project {PIAF}: Building a Native {F}rench Question-Answering Dataset", author = "Keraron, Rachel and Lancrenon, Guillaume and Bras, Mathilde and Allary, Fr{\'e}d{\'e}ric and Moyse, Gilles and Scialom, Thomas and Soriano-Morales, Edmundo-Pavel and Staiano, Jacopo", editor = "Calzolari, Nicoletta and B{\'e}chet, Fr{\'e}d{\'e}ric and Blache, Philippe and Choukri, Khalid and Cieri, Christopher and Declerck, Thierry and Goggi, Sara and Isahara, Hitoshi and Maegaard, Bente and Mariani, Joseph and Mazo, H{\'e}l{\`e}ne and Moreno, Asuncion and Odijk, Jan and Piperidis, Stelios", booktitle = "Proceedings of the Twelfth Language Resources and Evaluation Conference", month = may, year = "2020", address = "Marseille, France", publisher = "European Language Resources Association", url = "https://aclanthology.org/2020.lrec-1.673", pages = "5481--5490", abstract = "Motivated by the lack of data for non-English languages, in particular for the evaluation of downstream tasks such as Question Answering, we present a participatory effort to collect a native French Question Answering Dataset. Furthermore, we describe and publicly release the annotation tool developed for our collection effort, along with the data obtained and preliminary baselines.", language = "English", ISBN = "979-10-95546-34-4", }
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%0 Conference Proceedings %T Project PIAF: Building a Native French Question-Answering Dataset %A Keraron, Rachel %A Lancrenon, Guillaume %A Bras, Mathilde %A Allary, Frédéric %A Moyse, Gilles %A Scialom, Thomas %A Soriano-Morales, Edmundo-Pavel %A Staiano, Jacopo %Y Calzolari, Nicoletta %Y Béchet, Frédéric %Y Blache, Philippe %Y Choukri, Khalid %Y Cieri, Christopher %Y Declerck, Thierry %Y Goggi, Sara %Y Isahara, Hitoshi %Y Maegaard, Bente %Y Mariani, Joseph %Y Mazo, Hélène %Y Moreno, Asuncion %Y Odijk, Jan %Y Piperidis, Stelios %S Proceedings of the Twelfth Language Resources and Evaluation Conference %D 2020 %8 May %I European Language Resources Association %C Marseille, France %@ 979-10-95546-34-4 %G English %F keraron-etal-2020-project %X Motivated by the lack of data for non-English languages, in particular for the evaluation of downstream tasks such as Question Answering, we present a participatory effort to collect a native French Question Answering Dataset. Furthermore, we describe and publicly release the annotation tool developed for our collection effort, along with the data obtained and preliminary baselines. %U https://aclanthology.org/2020.lrec-1.673 %P 5481-5490
Markdown (Informal)
[Project PIAF: Building a Native French Question-Answering Dataset](https://aclanthology.org/2020.lrec-1.673) (Keraron et al., LREC 2020)
- Project PIAF: Building a Native French Question-Answering Dataset (Keraron et al., LREC 2020)
ACL
- Rachel Keraron, Guillaume Lancrenon, Mathilde Bras, Frédéric Allary, Gilles Moyse, Thomas Scialom, Edmundo-Pavel Soriano-Morales, and Jacopo Staiano. 2020. Project PIAF: Building a Native French Question-Answering Dataset. In Proceedings of the Twelfth Language Resources and Evaluation Conference, pages 5481–5490, Marseille, France. European Language Resources Association.