{"about":{"site":"https://codewithpapers.app","non_affiliation":"Code with Papers and Syntology are not affiliated with, endorsed by, or sponsored by Papers with Code, Meta, or the pwc-archive mirror.","licence":"CC BY-SA 4.0","licence_url":"https://creativecommons.org/licenses/by-sa/4.0/legalcode","attribution":"https://codewithpapers.app/attribution","modified":"archive material modified by Syntology; see the attribution page"},"url":"/paper/project-piaf-building-a-native-french-1","title":"Project PIAF: Building a Native French Question-Answering Dataset","arxiv_id":"2007.00968","date":"2020-07-02","proceeding":"LREC 2020 5","authors":["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.","url_abs":"https://arxiv.org/abs/2007.00968v1","url_pdf":"https://arxiv.org/pdf/2007.00968v1.pdf","source":{"archive":"pwc-archive (Hugging Face), CC BY-SA 4.0","snapshot":"2025-07-28","licence_url":"https://creativecommons.org/licenses/by-sa/4.0/legalcode","row_kind":"abstracts"},"code_links":[{"paper_slug":"project-piaf-building-a-native-french-1","repo_url":"https://github.com/etalab/piaf","is_official":1,"mentioned_in_paper":1,"mentioned_in_github":0,"framework":"none","reach":null}],"tasks":[{"task_slug":"question-answering","task_name":"Question Answering"}],"methods":[],"datasets_introduced":[],"methods_introduced":[],"results":[{"leaderboard":"/sota/question-answering-on-fquad-1","task":"Question Answering","dataset":"FQuAD","model":"Camembert-Base-SquadFR-Fquad-Piaf","rank_in_archive_order":4,"of":7,"metrics":{"EM":"77.0","F1":"88.4"},"uses_additional_data":true}],"syntology":{"syntology_url":"https://syntology.ai/paper/2007.00968","atlas_url":"https://app.syntology.ai/?focus=2007.00968","mcp":null,"developers":"https://syntology.ai/developers"},"arxiv_metadata":null,"syntology_extracted_results":null}