3 citations · 3 across the 7 of their papers we have counts for
7 papers
Reliable News or Propagandist News? A Neurosymbolic Model Using Genre, Topic, and Persuasion Techniques to Improve Robustness in Classification
Géraud Faye, Benjamin Icard, Morgane Casanova +6
Among news disorders, propagandist news are particularly insidious, because they tend to mix oriented messages with factual reports intended to look like reliable news. To detect p…
TEGRA: Text Encoding With Graph and Retrieval Augmentation for Misinformation Detection
Géraud Faye, Wassila Ouerdane, Guillaume Gadek +2
Misinformation detection is a critical task that can benefit significantly from the integration of external knowledge, much like manual fact-checking. In this work, we propose a no…
Discovering Interpretable Biological Concepts in Single-cell RNA-seq Foundation Models
Charlotte Claye, Pierre Marschall, Wassila Ouerdane +2
Single-cell RNA-seq foundation models achieve strong performance on downstream tasks but remain black boxes, limiting their utility for biological discovery. Recent work has shown…
DiffGuard: Text-Based Safety Checker for Diffusion Models
Massine El Khader, Elias Al Bouzidi, Abdellah Oumida +6
Recent advances in Diffusion Models have enabled the generation of images from text, with powerful closed-source models like DALL-E and Midjourney leading the way. However, open-so…
Learning MR-Sort Models from Non-Monotone Data
Pegdwende Minoungou, Vincent Mousseau, Wassila Ouerdane +1
The Majority Rule Sorting (MR-Sort) method assigns alternatives evaluated on multiple criteria to one of the predefined ordered categories. The Inverse MR-Sort problem (Inv-MR-Sort…
An efficient SAT formulation for learning multiple criteria non-compensatory sorting rules from examples
K. Belahcène, C. Labreuche, N. Maudet +2
The literature on Multiple Criteria Decision Analysis (MCDA) proposes several methods in order to sort alternatives evaluated on several attributes into ordered classes. Non Compen…
Explaining robust additive utility models by sequences of preference swaps
K. Belahcene, C. Labreuche, N. Maudet +2
Multicriteria decision analysis aims at supporting a person facing a decision problem involving conflicting criteria. We consider an additive utility model which provides robust co…