Mesures de similarité distributionnelle entre termes. - Sondes Bannour; Laurent Audibert; Adeline Nazarenko (IC, 2011)

Ontology-based semantic annotation: an automatic hybrid rule-based method. - Sondes Bannour; Laurent Audibert; Henry Soldano (BioNLP@ACL (Shared Task), 2013)

Apprentissage interactif de règles d'extraction d'information textuelle. (Iteractive learning of textual information extraction rules). - Sondes Bannour (2015)

When NLP meets SDN : an application to Global Internet eXchange Network. - Manh-Tien-Anh Nguyen; Sondes Bannour Souihi; Hai Anh Tran; Sami Souihi (ICC, 2022)

Deep Learning in NLP for Anomalous HTTP Requests Detection. - Manh-Tien-Anh Nguyen; Van Tong; Sondes Bannour Souihi; Sami Souihi (CNSM, 2023)

Adapting Large Language Models to Biomedical Domain: A Survey of Techniques and Approaches. - Jaafer Klila; Sondes Bannour Souihi; Rahma Boujelben; Nasredine Semmar; Lamia Hadrich Belguith (LPKM, 2024)

Zero Trust: Deep Learning and NLP for HTTP Anomaly Detection in IDS. - Manh-Tien-Anh Nguyen; Van Tong; Sondes Bannour Souihi; Sami Souihi (IEEE J. Sel. Areas Commun., 2025)