TIPECS: A corpus cleaning method using machine learning and qualitative analysis J Bogaert, L Escouflaire, MC de Marneffe, A Descampe, FX Standaert, ... International Conference on Corpus Linguistics (JLC), 2023 | 7 | 2023 |
Automatic and manual detection of generated news: Case study, limitations and challenges J Bogaert, MC de Marneffe, A Descampe, FX Standaert Proceedings of the 1st International Workshop on Multimedia AI against …, 2022 | 6 | 2022 |
The RTBF Corpus: a dataset of 750,000 Belgian French news articles published between 2008 and 2021 L Escouflaire, J Bogaert, A Descampe Economics 6, 49, 2023 | 5 | 2023 |
Can fake news detection be accountable? the adversarial examples challenge J Bogaert, Q Carbonnelle, A Descampe, FX Standaert 41st WIC Symposium on Information Theory in the Benelux, 2021 | 4 | 2021 |
A Question on the Explainability of Large Language Models and the Word-Level Univariate First-Order Plausibility Assumption J Bogaert, FX Standaert arXiv preprint arXiv:2403.10275, 2024 | 3 | 2024 |
Sensibilité des explications à l’aléa des grands modèles de langage: le cas de la classification de textes journalistiques J Bogaert, MC de Marneffe, A Descampe, L Escouflaire, C Fairon, ... Traitement Automatique des Langues 64 (2), 2024 | 3 | 2024 |
Explanation sensitivity to the randomness of large language models: the case of journalistic text classification J Bogaert, MC de Marneffe, A Descampe, L Escouflaire, C Fairon, ... arXiv preprint arXiv:2410.05085, 2024 | | 2024 |
User Preferences for Large Language Model versus Template-Based Explanations of Movie Recommendations: A Pilot Study J Albert, M Balfroid, M Doh, J Bogaert, L La Fisca, L De Vos, B Renard, ... arXiv preprint arXiv:2409.06297, 2024 | | 2024 |
Fine-Tuning is not (Always) Overfitting Artifacts J Bogaert, E Jean, C De Bodt, FX Standaert ESANN proceedings 1, 1, 2023 | | 2023 |
Mieux comprendre pour mieux classer: l'IA et la linguistique au service de l'explicabilité L Escouflaire, J Bogaert IL&C Posters Day 2023 (Institut Langage & Communication, UCLouvain), 2023 | | 2023 |
Does a Reduced Fine-Tuning Surface Impact the Stability of the Explanations of LLMs? J Bogaert, FX Standaert | | |
TIPECS: A corpus cleaning method using machine learning and qualitative analysis L Escouflaire, J Bogaert, MC de Marneffe, A Descampe | | |
Analysis of a news generating tool in different contexts J Bogaert, FX Standaert, A Descampe | | |