@proceedings{jep-taln-recital-2021-actes-de-la-28e,
    title = "Actes de la 28e Conf{\'e}rence sur le Traitement Automatique des Langues Naturelles. Atelier D{\'E}fi Fouille de Textes (DEFT)",
    editor = "Grouin, Cyril  and
      Grabar, Natalia  and
      Illouz, Gabriel",
    month = "6",
    year = "2021",
    address = "Lille, France",
    publisher = "ATALA",
    url = "https://aclanthology.org/2021.jeptalnrecital-deft.0/"
}
@inproceedings{grouin-etal-2021-classification,
    title = "Classification de cas cliniques et {\'e}valuation automatique de r{\'e}ponses d'{\'e}tudiants : pr{\'e}sentation de la campagne {DEFT} 2021 (Clinical cases classification and automatic evaluation of student answers : Presentation of the {DEFT} 2021 Challenge)",
    author = "Grouin, Cyril  and
      Grabar, Natalia  and
      Illouz, Gabriel",
    editor = "Grouin, Cyril  and
      Grabar, Natalia  and
      Illouz, Gabriel",
    booktitle = "Actes de la 28e Conf{\'e}rence sur le Traitement Automatique des Langues Naturelles. Atelier D{\'E}fi Fouille de Textes (DEFT)",
    month = "6",
    year = "2021",
    address = "Lille, France",
    publisher = "ATALA",
    url = "https://aclanthology.org/2021.jeptalnrecital-deft.1/",
    pages = "1--13",
    language = "fra"
}
@inproceedings{bailly-etal-2021-classification,
    title = "Classification multi-label de cas cliniques avec {C}amem{BERT} (Multi-label classification of clinical cases with {C}amem{BERT} )",
    author = "Bailly, Alexandre  and
      Blanc, Corentin  and
      Guillotin, Thierry",
    editor = "Grouin, Cyril  and
      Grabar, Natalia  and
      Illouz, Gabriel",
    booktitle = "Actes de la 28e Conf{\'e}rence sur le Traitement Automatique des Langues Naturelles. Atelier D{\'E}fi Fouille de Textes (DEFT)",
    month = "6",
    year = "2021",
    address = "Lille, France",
    publisher = "ATALA",
    url = "https://aclanthology.org/2021.jeptalnrecital-deft.2/",
    pages = "14--20",
    language = "fra"
}
@inproceedings{gerardin-etal-2021-classification,
    title = "Classification multilabel de concepts m{\'e}dicaux pour l{'}identification du profil clinique du patient (Multilabel classification of medical concepts for patient{'}s clinical profile identification )",
    author = {G{\'e}rardin, Christel  and
      Vaillant, Pascal  and
      Wajsb{\"u}rt, Perceval  and
      Gilavert, Cl{\'e}ment  and
      Bellamine, Ali  and
      Kempf, Emmanuelle  and
      Tannier, Xavier},
    editor = "Grouin, Cyril  and
      Grabar, Natalia  and
      Illouz, Gabriel",
    booktitle = "Actes de la 28e Conf{\'e}rence sur le Traitement Automatique des Langues Naturelles. Atelier D{\'E}fi Fouille de Textes (DEFT)",
    month = "6",
    year = "2021",
    address = "Lille, France",
    publisher = "ATALA",
    url = "https://aclanthology.org/2021.jeptalnrecital-deft.3/",
    pages = "21--30",
    language = "fra"
}
@inproceedings{poulain-connes-2021-deft,
    title = "{DEFT} 2021: {\'E}valuation automatique de r{\'e}ponses courtes, une approche bas{\'e}e sur la s{\'e}lection de traits lexicaux et augmentation de donn{\'e}es ({DEFT} 2021 : Automatic short answer grading, a lexical features selection and data augmentation based approach)",
    author = "Poulain, Timoth{\'e}e  and
      Connes, Victor",
    editor = "Grouin, Cyril  and
      Grabar, Natalia  and
      Illouz, Gabriel",
    booktitle = "Actes de la 28e Conf{\'e}rence sur le Traitement Automatique des Langues Naturelles. Atelier D{\'E}fi Fouille de Textes (DEFT)",
    month = "6",
    year = "2021",
    address = "Lille, France",
    publisher = "ATALA",
    url = "https://aclanthology.org/2021.jeptalnrecital-deft.4/",
    pages = "31--40",
    language = "fra"
}
@inproceedings{hiot-etal-2021-deft,
    title = "{DOING}@{DEFT} : utilisation de lexiques pour une classification efficace de cas cliniques (In this paper, we present our participation to the {DEFT} 2021 task 1)",
    author = "Hiot, Nicolas  and
      Minard, Anne-Lyse  and
      Badin, Flora",
    editor = "Grouin, Cyril  and
      Grabar, Natalia  and
      Illouz, Gabriel",
    booktitle = "Actes de la 28e Conf{\'e}rence sur le Traitement Automatique des Langues Naturelles. Atelier D{\'E}fi Fouille de Textes (DEFT)",
    month = "6",
    year = "2021",
    address = "Lille, France",
    publisher = "ATALA",
    url = "https://aclanthology.org/2021.jeptalnrecital-deft.5/",
    pages = "41--53",
    language = "fra"
}
@inproceedings{mannion-etal-2021-identification,
    title = "Identification de profil clinique du patient: Une approche de classification de s{\'e}quences utilisant des mod{\`e}les de langage fran{\c{c}}ais contextualis{\'e}s (Identification of patient clinical profiles : A sequence classification approach using contextualised {F}rench language models )",
    author = "Mannion, Aidan  and
      Chevalier, Thierry  and
      Schwab, Didier  and
      Goeuriot, Lorraine",
    editor = "Grouin, Cyril  and
      Grabar, Natalia  and
      Illouz, Gabriel",
    booktitle = "Actes de la 28e Conf{\'e}rence sur le Traitement Automatique des Langues Naturelles. Atelier D{\'E}fi Fouille de Textes (DEFT)",
    month = "6",
    year = "2021",
    address = "Lille, France",
    publisher = "ATALA",
    url = "https://aclanthology.org/2021.jeptalnrecital-deft.6/",
    pages = "54--62",
    language = "fra"
}
@inproceedings{wang-etal-2021-mesure,
    title = "Mesure de similarit{\'e} textuelle pour l'{\'e}valuation automatique de copies d'{\'e}tudiants (Textual similarity measurement for automatic evaluation of students' answers)",
    author = "Wang, Xiaoou  and
      Liu, Xingyu  and
      Yue, Yimei",
    editor = "Grouin, Cyril  and
      Grabar, Natalia  and
      Illouz, Gabriel",
    booktitle = "Actes de la 28e Conf{\'e}rence sur le Traitement Automatique des Langues Naturelles. Atelier D{\'E}fi Fouille de Textes (DEFT)",
    month = "6",
    year = "2021",
    address = "Lille, France",
    publisher = "ATALA",
    url = "https://aclanthology.org/2021.jeptalnrecital-deft.7/",
    pages = "63--71",
    language = "fra"
}
@inproceedings{suignard-etal-2021-participation,
    title = "Participation d'{EDF} {R}{\&}{D} {\`a} {DEFT} 2021 ({EDF} {R}{\&}{D} Participation to {DEFT} 2021)",
    author = "Suignard, Philippe  and
      Benamar, Alexandra  and
      Messous, Nazim  and
      Christophe, Cl{\'e}ment  and
      Jubault, Marie  and
      Bothua, Meryl",
    editor = "Grouin, Cyril  and
      Grabar, Natalia  and
      Illouz, Gabriel",
    booktitle = "Actes de la 28e Conf{\'e}rence sur le Traitement Automatique des Langues Naturelles. Atelier D{\'E}fi Fouille de Textes (DEFT)",
    month = "6",
    year = "2021",
    address = "Lille, France",
    publisher = "ATALA",
    url = "https://aclanthology.org/2021.jeptalnrecital-deft.8/",
    pages = "72--81",
    language = "fra"
}
@inproceedings{boumedyen-billami-etal-2021-participation,
    title = "Participation de Berger-Levrault ({BL}.{R}esearch) {\`a} {DEFT} 2021 : de l{'}apprentissage des seuils de validation {\`a} la classification multi-labels de documents (Berger-Levrault ({BL})",
    author = "Boumedyen Billami, Mokhtar  and
      Nicolaieff, Lina  and
      Gosset, Camille  and
      Bortolaso, Christophe",
    editor = "Grouin, Cyril  and
      Grabar, Natalia  and
      Illouz, Gabriel",
    booktitle = "Actes de la 28e Conf{\'e}rence sur le Traitement Automatique des Langues Naturelles. Atelier D{\'E}fi Fouille de Textes (DEFT)",
    month = "6",
    year = "2021",
    address = "Lille, France",
    publisher = "ATALA",
    url = "https://aclanthology.org/2021.jeptalnrecital-deft.9/",
    pages = "82--94",
    language = "fra"
}
@inproceedings{dupont-etal-2021-queer,
    title = "{QUEER}@{DEFT}2021 : Identification du Profil Clinique de Patients et Notation Automatique de Copies d'{\'E}tudiants ({QUEER}@{DEFT}2021 : Patients Clinical Profile Identification and Automatic Student Grading )",
    author = {Dupont, Yoann  and
      Gonz{\'a}lez-Gallardo, Carlos-Emiliano  and
      Lejeune, Ga{\"e}l  and
      Millour, Alice  and
      Tanguy, Jean-Baptiste},
    editor = "Grouin, Cyril  and
      Grabar, Natalia  and
      Illouz, Gabriel",
    booktitle = "Actes de la 28e Conf{\'e}rence sur le Traitement Automatique des Langues Naturelles. Atelier D{\'E}fi Fouille de Textes (DEFT)",
    month = "6",
    year = "2021",
    address = "Lille, France",
    publisher = "ATALA",
    url = "https://aclanthology.org/2021.jeptalnrecital-deft.10/",
    pages = "95--107",
    language = "fra"
}