Subjectivity Aware Conversational Search Services. - Yacine Gaci; Jorge Ramírez; Boualem Benatallah; Fabio Casati; Khalid Benabdeslem (EDBT, 2021)

Masked Language Models as Stereotype Detectors? - Yacine Gaci; Boualem Benatallah; Fabio Casati; Khalid Benabdeslem (EDBT, 2022)

Debiasing Pretrained Text Encoders by Paying Attention to Paying Attention. - Yacine Gaci; Boualem Benatallah; Fabio Casati; Khalid Benabdeslem (EMNLP, 2022)

Conceptual Similarity for Subjective Tags. - Yacine Gaci; Boualem Benatallah; Fabio Casati; Khalid Benabdeslem (AACL/IJCNLP (Findings), 2022)

Iterative adversarial removal of gender bias in pretrained word embeddings. - Yacine Gaci; Boualem Benatallah; Fabio Casati; Khalid Benabdeslem (SAC, 2022)

Déduplication sur des Types d'Attributs Hétérogènes. - Loujain Liekah; Yacine Gaci; George Papadakis 001 (EGC, 2023)

Societal Versus Encoded Stereotypes in Text Encoders. - Yacine Gaci; Boualem Benatallah; Fabio Casati; Khalid Benabdeslem (ICTAI, 2023)

Targeting the Source: Selective Data Curation for Debiasing NLP Models. - Yacine Gaci; Boualem Benatallah; Fabio Casati; Khalid Benabdeslem (ECML/PKDD (2), 2023)

On Subjectivity, Bias and Fairness in Language Model Learning. (Sur la subjectivité, les préjugés et l'équité dans l'apprentissage des modèles linguistiques). - Yacine Gaci (2023)

Empirical Evaluation of Social Bias in Text Classification Systems. - Lynda Djennane; Zsolt T. Kardkovács; Boualem Benatallah; Yacine Gaci; Walid Gaaloul; Zoubeyr Farah (FLLM, 2024)

Bias Exposed: The BiaXposer Framework for NLP Fairness. - Yacine Gaci; Boualem Benatallah; Fabio Casati; Khalid Benabdeslem (ICSOC (1), 2024)

Error Types in Transformer-Based Paraphrasing Models: A Taxonomy, Paraphrase Annotation Model and Dataset. - Auday Berro; Boualem Benatallah; Yacine Gaci; Khalid Benabdeslem (ECML/PKDD (1), 2024)

Multi-View Majority Vote Learning Algorithms: Direct Minimization of PAC-Bayesian Bounds. - Mehdi Hennequin; Abdelkrim Zitouni; Khalid Benabdeslem; Haytham Elghazel; Yacine Gaci (CoRR, 2024)