Julien Delaunay
Orcid: 0009-0001-9247-5745
According to our database1,
Julien Delaunay
authored at least 12 papers
between 2020 and 2024.
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Bibliography
2024
Explainability for Machine Learning Models: From Data Adaptability to User Perception.
CoRR, 2024
Proceedings of the Text, Speech, and Dialogue - 27th International Conference, 2024
CoastTerm: A Corpus for Multidisciplinary Term Extraction in Coastal Scientific Literature.
Proceedings of the Text, Speech, and Dialogue - 27th International Conference, 2024
2023
Explainability for Machine Learning Models: From Data Adaptability to User Perception: Strategies for Faithful and Understandable Explanations. (Explicabilité des modèles d'apprentissage automatique : De l'adaptabilité des données à la perception de l'utilisateur / Explicabilité des modèles d'apprentissage automatique : De l'adaptabilité des données à la perception de l'utilisateur: Stratégies pour des explications fidèles et compréhensibles).
PhD thesis, 2023
"Honey, Tell Me What's Wrong", Explicabilité Globale des Modèles de TAL par la Génération Coopérative.
Proceedings of the Actes de CORIA-TALN 2023. Actes de la 30e Conférence sur le Traitement Automatique des Langues Naturelles, TALN 2023 - Volume 1 : travaux de recherche originaux, 2023
"Honey, Tell Me What's Wrong", Global Explanation of Textual Discriminative Models through Cooperative Generation.
Proceedings of the 6th BlackboxNLP Workshop: Analyzing and Interpreting Neural Networks for NLP, 2023
2022
Proceedings of the Advances in Intelligent Data Analysis XX, 2022
Proceedings of the 31st ACM International Conference on Information & Knowledge Management, 2022
2020
Proceedings of the 23rd International Conference on Extending Database Technology, 2020
Proceedings of the CIKM '20: The 29th ACM International Conference on Information and Knowledge Management, 2020