Qualitative and Quantitative Analysis of Web Forums for Adverse Events Detection: "Strontium Ranelate" Case Study. - Pierre Karapetiantz; Bissan Audeh; Juliette Faille; Agnès Lillo-Le Louët; Cédric Bousquet (MedInfo, 2019)

The Natural Language Pipeline, Neural Text Generation and Explainability. - Juliette Faille; Albert Gatt; Claire Gardent (NL4XAI@INGL, 2020)

Entity-Based Semantic Adequacy for Data-to-Text Generation. - Juliette Faille; Albert Gatt; Claire Gardent (EMNLP (Findings), 2021)

Data-Based Natural Language Generation : Evaluation and Explainability. (Génération de texte en langue naturelle à partir de données : évaluation et explicabilité). - Juliette Faille (2023)

Question Generation in Knowledge-Driven Dialog: Explainability and Evaluation. - Juliette Faille; Quentin Brabant; Gwénolé Lecorvé; Lina Maria Rojas-Barahona; Claire Gardent (CoRR, 2024)

Probing Omissions and Distortions in Transformer-based RDF-to-Text Models. - Juliette Faille; Albert Gatt; Claire Gardent (CoRR, 2024)