DIMITRA NIAOURI

Publications

Chapitre d'ouvrage (1)

Machine Learning is heading to the SUD (Socially Unacceptable Discourse) analysis: From Shallow Learning to Large Language Models to the rescue, where do we stand? Dimitra Niaouri,Bruno Machado Carneiro,Michele Linardi,Julien Longhi Louis Cotgrove; Laura Herzberg; Harald Lüngen. Exploring digitally-mediated communication with corpora, De Gruyter, pp.225-256, 2025, 9783111432595. ⟨10.1515/9783111434018-011⟩ Chapitre d'ouvrage halshs-05141486v1

Communication dans un congrès (2)

[MASK]ED -Language Modeling for Explainable Classification and Disentangling of Socially Unacceptable Discourse Dimitra Niaouri,Mohamed Rayane Ghilene,Michele Linardi,Julien Longhi Findings of the Association for Computational Linguistics: EMNLP 2025, Nov 2025, Suzhou, France. pp.14870-14883, ⟨10.18653/v1/2025.findings-emnlp.803⟩ Communication dans un congrès hal-05362837v1
Analysis of Socially Unacceptable Discourse with Zero-shot Learning Rayane Ghilene,Dimitra Niaouri,Michele Linardi,Julien Longhi International Conference on CMC and Social Media Corpora for the Humanities, University Côte d’Azur, France, 2024, Sep 2024, Nice (FRANCE), France Communication dans un congrès hal-04689478v3

Article dans une revue (2)

Context-Aware Neural Machine Translation Models Analysis And Evaluation Through Attention Marco Dinarelli,Dimitra Niaouri,Fabien Lopez,Gabriela Gonzalez-Saez,Mariam Nackléet al. Revue TAL : traitement automatique des langues, 2024, 64 (3) Article dans une revue hal-04581509v2
Towards a new Contextualized Annotation Schema for Unacceptable and Extreme Speech (CUES) to Unleash Generalization Capability of ML models Dimitra Niaouri,Michele Linardi,Julien Longhi Studii de lingvistică, 2024, 14 (2), pp.63-94 Article dans une revue hal-04983788v1