Knowledge extraction from aeronautical messages (NOTAMs) with self-supervised language models for aircraft pilots. - Alexandre Arnold; Fares Ernez; Catherine Kobus; Marion-Cécile Martin (NAACL-HLT (Industry Papers), 2022)

Extraction d'informations de messages aéronautiques (NOTAMs) avec des modèles de langue appris de façon auto-supervisée (Information extraction from aeronautical messages ). - Alexandre Arnold; Fares Ernez; Catherine Kobus; Marion-Cécile Martin (TALN-RECITAL, 2022)

Surrogate Neural Networks Local Stability for Aircraft Predictive Maintenance. - Mélanie Ducoffe; Guillaume Povéda; Audrey Galametz; Ryma Boumazouza; Marion-Cécile Martin; Julien Baris; Derk Daverschot; Eugene O'Higgins (FMICS, 2024)

ATLANTIS at SemEval-2025 Task 3: Detecting Hallucinated Text Spans in Question Answering. - Catherine Kobus; François Lancelot; Marion-Cécile Martin; Nawal Ould Amer (CoRR, 2025)