Prédiction automatisée de tensions sémantiques à partir de contenus textuels et des graphes de réseaux sociaux

Publications 2025-2026

• 2026
  • B. Icard, L. Sainero, A. Breton, E. Zve, J.‑G. Ganascia : “Measuring Embedding Sensitivity to Authorial Style in French: Comparing Literary Texts with Language Model Rewritings”, Proceedings of the 6^th International Conference on Natural Language Processing for the Digital Humanities (NLP4DH 2026), San Diego (California), United States (2026)
  • E. Zve, G. Bourgne, B. Icard, J.‑G. Ganascia : “From Noise to Signal: When Outliers Seed New Topics”, LREC 2026 - The Fifteenth biennial Language Resources and Evaluation Conference, Palma De Mallorca, Spain (2026)
  • E. Zve, G. Bourgne, J.‑G. Ganascia : “Predicting Topic Emergence in Disinformation-Prone Domains Using Hybrid Feature Sets: Corpus Geometry, Textual Content, and Social Dynamics”, Infox Sur Seine 2026, Paris, France (2026)
• 2025
  • E. Zve, B. Icard, A. Breton, L. Sainero, G. Bourgne, J.‑G. Ganascia : “From Outliers to Topics in Language Models: Anticipating Trends in News Corpora”, Proceedings of the 8^th International Conference on Natural Language and Speech Processing (ICNLSP 2025), Association for Computational Linguistics, Odense, Denmark (2025)
  • A. Breton, L. Sainero, E. Kaşıkçı, E. Zve, B. Icard, J.‑G. Ganascia : “Fr-EngClimateIPCC: A Bilingual Dataset for Weather and Climate Tasks”, ORTOLANG (Open Resources and TOols for LANGuage) (2025)
  • E. Zve, B. Icard, A. Breton, L. Sainero, G. Bourgne, J.‑G. Ganascia : “Controversy and Consensus in News Hotspots: Using Outliers to Identify Emerging Trends in Press Corpora”, Infox sur Seine 2025, Paris, France (2025)
  • B. Icard, E. Zve, L. Sainero, A. Breton, J.‑G. Ganascia : “Embedding Style Beyond Topics: Analyzing Dispersion Effects Across Different Language Models”, Proceedings of the 31^st International Conference on Computational Linguistics (COLING), Abu Dhabi, United Arab Emirates (2025)
  • B. Icard, E. Zve, L. Sainero, A. Breton, J.‑G. Ganascia : “Représenter le style au-delà des thématiques : une étude d’impact sur la dispersion vectorielle de différents modèles de langage”, Actes de la Conférence sur le Traitement Automatique des Langues Naturelles (TALN 2025), Marseille, France (2025)