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Postdoctoral Researcher in Natural Language Processing

Il y a 2 mois


GifsurYvette, Île-de-France CNRS Temps plein
Poste de Postdoctorat en Traitement Automatique des Langues

Contexte

Le projet FAIRClinical, financé par CHIST-ERA, vise à renforcer le caractère FAIR de tous les fichiers de données complémentaires et à améliorer de manière significative la réutilisation des formulaires de rapport de cas cliniques non structurés (CRF).

Missions

Le postdoctorant rejoindra le projet international CHIST-ERA FAIRClinical et développera des approches d'apprentissage automatique pour l'extraction d'informations à partir d'articles de recherche médicale et clinique et de leurs documents complémentaires.

Activités

  • Identifier les sources de données nécessaires à l'extraction et à la normalisation des entités.
  • Développer des pipelines d'extraction d'information à partir des textes complets et des documents complémentaires.
  • Évaluer les méthodes d'extraction d'information.
  • Participer aux activités de publication et de communication de l'équipe.

Compétences requises

  • Doctorat en informatique, en traitement automatique des langues ou similaire.
  • Compétences en apprentissage automatique supervisé et semi-supervisé, y compris l'apprentissage profond.
  • Expérience en traitement automatique des langues.
  • Bonne maîtrise de l'anglais, à l'oral comme à l'écrit.
  • Capacité à travailler de manière indépendante et en équipe.
  • Capacité à hiérarchiser les tâches et à prendre des initiatives.

Conditions de travail

Le poste se situe dans un secteur relevant de la protection du potentiel scientifique et technique (PPST) et nécessite donc, conformément à la réglementation, que votre arrivée soit autorisée par l'autorité compétente du MESR.

Contraintes et risques

Risques liés au travail sur écran.