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@inproceedings{DBLP:conf/taln/BaillyBG21,
  author       = {Alexandre Bailly and
                  Corentin Blanc and
                  Thierry Guillotin},
  editor       = {Cyril Grouin and
                  Natalia Grabar and
                  Gabriel Illouz},
  title        = {Classification multi-label de cas cliniques avec CamemBERT (Multi-label
                  classification of clinical cases with CamemBERT {)}},
  booktitle    = {Actes de la 28e Conf{\'{e}}rence sur le Traitement Automatique
                  des Langues Naturelles. Atelier D{\'{E}}fi Fouille de Textes,
                  DEFT@TALN 2021, Lille, France, June 28 - July 2, 2021},
  pages        = {14--20},
  publisher    = {{ATALA}},
  year         = {2021},
  url          = {https://aclanthology.org/2021.jeptalnrecital-deft.2},
  timestamp    = {Wed, 25 Aug 2021 17:11:16 +0200},
  biburl       = {https://dblp.org/rec/conf/taln/BaillyBG21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/taln/BillamiNGB21,
  author       = {Mokhtar Boumedyen Billami and
                  Lina Nicolaieff and
                  Camille Gosset and
                  Christophe Bortolaso},
  editor       = {Cyril Grouin and
                  Natalia Grabar and
                  Gabriel Illouz},
  title        = {Participation de Berger-Levrault (BL.Research) {\`{a}} {DEFT} 2021
                  : de l'apprentissage des seuils de validation {\`{a}} la classification
                  multi-labels de documents (Berger-Levrault {(BL)}},
  booktitle    = {Actes de la 28e Conf{\'{e}}rence sur le Traitement Automatique
                  des Langues Naturelles. Atelier D{\'{E}}fi Fouille de Textes,
                  DEFT@TALN 2021, Lille, France, June 28 - July 2, 2021},
  pages        = {82--94},
  publisher    = {{ATALA}},
  year         = {2021},
  url          = {https://aclanthology.org/2021.jeptalnrecital-deft.9},
  timestamp    = {Wed, 25 Aug 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/taln/BillamiNGB21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/taln/DupontGLMT21,
  author       = {Yoann Dupont and
                  Carlos{-}Emiliano Gonz{\'{a}}lez{-}Gallardo and
                  Ga{\"{e}}l Lejeune and
                  Alice Millour and
                  Jean{-}Baptiste Tanguy},
  editor       = {Cyril Grouin and
                  Natalia Grabar and
                  Gabriel Illouz},
  title        = {QUEER@DEFT2021 : Identification du Profil Clinique de Patients et
                  Notation Automatique de Copies d'{\'{E}}tudiants (QUEER@DEFT2021
                  : Patients Clinical Profile Identification and Automatic Student Grading
                  {)}},
  booktitle    = {Actes de la 28e Conf{\'{e}}rence sur le Traitement Automatique
                  des Langues Naturelles. Atelier D{\'{E}}fi Fouille de Textes,
                  DEFT@TALN 2021, Lille, France, June 28 - July 2, 2021},
  pages        = {95--107},
  publisher    = {{ATALA}},
  year         = {2021},
  url          = {https://aclanthology.org/2021.jeptalnrecital-deft.10},
  timestamp    = {Wed, 25 Aug 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/taln/DupontGLMT21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/taln/GerardinVWGBKT21,
  author       = {Christel G{\'{e}}rardin and
                  Pascal Vaillant and
                  Perceval Wajsb{\"{u}}rt and
                  Cl{\'{e}}ment Gilavert and
                  Ali Bellamine and
                  Emmanuelle Kempf and
                  Xavier Tannier},
  editor       = {Cyril Grouin and
                  Natalia Grabar and
                  Gabriel Illouz},
  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 {)}},
  booktitle    = {Actes de la 28e Conf{\'{e}}rence sur le Traitement Automatique
                  des Langues Naturelles. Atelier D{\'{E}}fi Fouille de Textes,
                  DEFT@TALN 2021, Lille, France, June 28 - July 2, 2021},
  pages        = {21--30},
  publisher    = {{ATALA}},
  year         = {2021},
  url          = {https://aclanthology.org/2021.jeptalnrecital-deft.3},
  timestamp    = {Wed, 25 Aug 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/taln/GerardinVWGBKT21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/taln/GrouinGI21,
  author       = {Cyril Grouin and
                  Natalia Grabar and
                  Gabriel Illouz},
  editor       = {Cyril Grouin and
                  Natalia Grabar and
                  Gabriel Illouz},
  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)},
  booktitle    = {Actes de la 28e Conf{\'{e}}rence sur le Traitement Automatique
                  des Langues Naturelles. Atelier D{\'{E}}fi Fouille de Textes,
                  DEFT@TALN 2021, Lille, France, June 28 - July 2, 2021},
  pages        = {1--13},
  publisher    = {{ATALA}},
  year         = {2021},
  url          = {https://aclanthology.org/2021.jeptalnrecital-deft.1},
  timestamp    = {Wed, 25 Aug 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/taln/GrouinGI21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/taln/HiotMB21,
  author       = {Nicolas Hiot and
                  Anne{-}Lyse Minard and
                  Flora Badin},
  editor       = {Cyril Grouin and
                  Natalia Grabar and
                  Gabriel Illouz},
  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)},
  booktitle    = {Actes de la 28e Conf{\'{e}}rence sur le Traitement Automatique
                  des Langues Naturelles. Atelier D{\'{E}}fi Fouille de Textes,
                  DEFT@TALN 2021, Lille, France, June 28 - July 2, 2021},
  pages        = {41--53},
  publisher    = {{ATALA}},
  year         = {2021},
  url          = {https://aclanthology.org/2021.jeptalnrecital-deft.5},
  timestamp    = {Wed, 25 Aug 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/taln/HiotMB21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/taln/MannionCSG21,
  author       = {Aidan Mannion and
                  Thierry Chevalier and
                  Didier Schwab and
                  Lorraine Goeuriot},
  editor       = {Cyril Grouin and
                  Natalia Grabar and
                  Gabriel Illouz},
  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 French
                  language models {)}},
  booktitle    = {Actes de la 28e Conf{\'{e}}rence sur le Traitement Automatique
                  des Langues Naturelles. Atelier D{\'{E}}fi Fouille de Textes,
                  DEFT@TALN 2021, Lille, France, June 28 - July 2, 2021},
  pages        = {54--62},
  publisher    = {{ATALA}},
  year         = {2021},
  url          = {https://aclanthology.org/2021.jeptalnrecital-deft.6},
  timestamp    = {Wed, 25 Aug 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/taln/MannionCSG21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/taln/PoulainC21,
  author       = {Timoth{\'{e}}e Poulain and
                  Victor Connes},
  editor       = {Cyril Grouin and
                  Natalia Grabar and
                  Gabriel Illouz},
  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)},
  booktitle    = {Actes de la 28e Conf{\'{e}}rence sur le Traitement Automatique
                  des Langues Naturelles. Atelier D{\'{E}}fi Fouille de Textes,
                  DEFT@TALN 2021, Lille, France, June 28 - July 2, 2021},
  pages        = {31--40},
  publisher    = {{ATALA}},
  year         = {2021},
  url          = {https://aclanthology.org/2021.jeptalnrecital-deft.4},
  timestamp    = {Wed, 25 Aug 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/taln/PoulainC21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/taln/SuignardBMCJB21,
  author       = {Philippe Suignard and
                  Alexandra Benamar and
                  Nazim Messous and
                  Cl{\'{e}}ment Christophe and
                  Marie Jubault and
                  Meryl Bothua},
  editor       = {Cyril Grouin and
                  Natalia Grabar and
                  Gabriel Illouz},
  title        = {Participation d'EDF R{\&}D {\`{a}} {DEFT} 2021 {(EDF} R{\&}D
                  Participation to {DEFT} 2021)},
  booktitle    = {Actes de la 28e Conf{\'{e}}rence sur le Traitement Automatique
                  des Langues Naturelles. Atelier D{\'{E}}fi Fouille de Textes,
                  DEFT@TALN 2021, Lille, France, June 28 - July 2, 2021},
  pages        = {72--81},
  publisher    = {{ATALA}},
  year         = {2021},
  url          = {https://aclanthology.org/2021.jeptalnrecital-deft.8},
  timestamp    = {Wed, 25 Aug 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/taln/SuignardBMCJB21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/taln/WangLY21,
  author       = {Xiaoou Wang and
                  Xingyu Liu and
                  Yimei Yue},
  editor       = {Cyril Grouin and
                  Natalia Grabar and
                  Gabriel Illouz},
  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)},
  booktitle    = {Actes de la 28e Conf{\'{e}}rence sur le Traitement Automatique
                  des Langues Naturelles. Atelier D{\'{E}}fi Fouille de Textes,
                  DEFT@TALN 2021, Lille, France, June 28 - July 2, 2021},
  pages        = {63--71},
  publisher    = {{ATALA}},
  year         = {2021},
  url          = {https://aclanthology.org/2021.jeptalnrecital-deft.7},
  timestamp    = {Wed, 25 Aug 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/taln/WangLY21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@proceedings{DBLP:conf/taln/2021deft,
  editor       = {Cyril Grouin and
                  Natalia Grabar and
                  Gabriel Illouz},
  title        = {Actes de la 28e Conf{\'{e}}rence sur le Traitement Automatique
                  des Langues Naturelles. Atelier D{\'{E}}fi Fouille de Textes,
                  DEFT@TALN 2021, Lille, France, June 28 - July 2, 2021},
  publisher    = {{ATALA}},
  year         = {2021},
  url          = {https://aclanthology.org/volumes/2021.jeptalnrecital-deft/},
  timestamp    = {Wed, 25 Aug 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/taln/2021deft.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

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