Yacine Gaci

According to our database, Yacine Gaci authored at least 15 papers between 2021 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

Proxy Analysis in Bias Testing.

Lynda Djennane, Zsolt T. Kardkovács, Boualem Benatallah, Yacine Gaci, Zoubeyr Farah

Proceedings of the Advanced Information Systems Engineering, 2026

2025

BTC-SAM: Leveraging LLMs for Generation of Bias Test Cases for Sentiment Analysis Models.

Zsolt T. Kardkovács, Lynda Djennane, Anna Field, Boualem Benatallah, Yacine Gaci, Fabio Casati, Walid Gaaloul

Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing, 2025

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

Error Types in Transformer-Based Paraphrasing Models: A Taxonomy, Paraphrase Annotation Model and Dataset.

Auday Berro, Boualem Benatallah, Yacine Gaci, Khalid Benabdeslem

Proceedings of the Machine Learning and Knowledge Discovery in Databases. Research Track, 2024

Bias Exposed: The BiaXposer Framework for NLP Fairness.

Yacine Gaci, Boualem Benatallah, Fabio Casati, Khalid Benabdeslem

Proceedings of the Service-Oriented Computing - 22nd International Conference, 2024

Empirical Evaluation of Social Bias in Text Classification Systems.

Lynda Djennane, Zsolt T. Kardkovács, Boualem Benatallah, Yacine Gaci, Walid Gaaloul, Zoubeyr Farah

Proceedings of the 2nd International Conference on Foundation and Large Language Models, 2024

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

PhD thesis, 2023

Targeting the Source: Selective Data Curation for Debiasing NLP Models.

Yacine Gaci, Boualem Benatallah, Fabio Casati, Khalid Benabdeslem

Proceedings of the Machine Learning and Knowledge Discovery in Databases: Research Track, 2023

Societal Versus Encoded Stereotypes in Text Encoders.

Yacine Gaci, Boualem Benatallah, Fabio Casati, Khalid Benabdeslem

Proceedings of the 35th IEEE International Conference on Tools with Artificial Intelligence, 2023

Déduplication sur des Types d'Attributs Hétérogènes.

Loujain Liekah, Yacine Gaci, George Papadakis

Proceedings of the Extraction et Gestion des Connaissances, 2023

2022

Iterative adversarial removal of gender bias in pretrained word embeddings.

Yacine Gaci, Boualem Benatallah, Fabio Casati, Khalid Benabdeslem

Proceedings of the SAC '22: The 37th ACM/SIGAPP Symposium on Applied Computing, Virtual Event, April 25, 2022

Conceptual Similarity for Subjective Tags.

Yacine Gaci, Boualem Benatallah, Fabio Casati, Khalid Benabdeslem

Proceedings of the Findings of the Association for Computational Linguistics: AACL-IJCNLP 2022, 2022

Debiasing Pretrained Text Encoders by Paying Attention to Paying Attention.

Yacine Gaci, Boualem Benatallah, Fabio Casati, Khalid Benabdeslem

Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022

Masked Language Models as Stereotype Detectors?

Yacine Gaci, Boualem Benatallah, Fabio Casati, Khalid Benabdeslem

Proceedings of the 25th International Conference on Extending Database Technology, 2022

2021

Subjectivity Aware Conversational Search Services.

Yacine Gaci, Jorge Ramírez, Boualem Benatallah, Fabio Casati, Khalid Benabdeslem

Proceedings of the 24th International Conference on Extending Database Technology, 2021