Relation, es-tu là ? Détection de relations par LSTM pour améliorer l'extraction de relations (Relation, are you there ? LSTM-based relation detection to improve knowledge extraction ). - Cyrielle Mallart; Michel Le Nouy; Guillaume Gravier; Pascale Sébillot (JEP-TALN-RECITAL (2), 2020)

Detecting Fake News Conspiracies with Multitask and Prompt-Based Learning. - Cheikh Brahim El Vaigh; Thomas Girault; Cyrielle Mallart; Duc Hau Nguyen (MediaEval, 2021)

Active Learning for Interactive Relation Extraction in a French Newspaper's Articles. - Cyrielle Mallart; Michel Le Nouy; Guillaume Gravier; Pascale Sébillot (RANLP, 2021)

Dynamic incremental construction of knowledge graphs by content extraction. (Construction dynamique incrémentale de graphes de connaissances par fouille de contenus). - Cyrielle Mallart (2022)

Regularization, Semi-supervision, and Supervision for a Plausible Attention-Based Explanation. - Duc Hau Nguyen; Cyrielle Mallart; Guillaume Gravier; Pascale Sébillot (NLDB, 2023)