Céline Hudelot

Patrick Fernandes , Antonio Loison , Caio Corro , Jaoe Alves , Pedro Raphael Martins , Antoni Casademunt , François Yvon , Andre Martins , Gautier Viaud , Pierre Colombo , Céline Hudelot

Communication at a conference 10/03/2025

EuroBERT: Scaling Multilingual Encoders for European Languages

Duarte M. Alves , André FT Martins , Ayoub Hammal , Caio Corro , Emmanuel Malherbe , Etienne Malaboeuf , Fanny Jourdan , Gabriel Hautreux , John Alves , Kevin El-Haddad , Maxime Peyrard , Nuno M Guerreiro , Patrick Fernandes , Pierre Colombo , Céline Hudelot

01/01/2025

Interpreto: An Explainability Library for Transformers

Antonin Pocket , Thomas Mullor , Gabriele Sarti , Frédéric Boisnard , Corentin Friedrich , Charlotte Claye , François Hoofd , Raphael Bernas , Fanny Jourdan , Céline Hudelot

Article in a journal 01/01/2025

A Complexity Map of Probabilistic Reasoning for Neurosymbolic Classification Techniques

Mostepha Redouane Khouadjia , Céline Hudelot

Communication at a conference 01/01/2025

MALIN: Inclusive School Textbooks

Elise Lincker , Léa Pacini , Mohamed Amine Lasheb , Olivier Pons , Jerome Dupire , Camille Guinaudeau , Isabelle Barbet , C. Huron , Céline Hudelot , Vincent Mousseau

Communication at a conference 19/10/2024

Improving neural classification with Logical Prior Knowledge

Mostepha Khouadjia , Céline Hudelot

Communication at a conference 19/10/2024

Interpretable image classification through an argumentative dialog between encoders

Dao Thauvin , Stéphane Herbin , Wassila Ouerdane , Céline Hudelot

Communication at a conference 19/10/2024

Improving neural classification with Logical Prior Knowledge

Mostepha Khouadjia , Céline Hudelot

Communication at a conference 05/07/2024

Probabilistic neurosymbolic techniques for logic-informed supervised classification

Mostepha Khouadjia , Céline Hudelot

14/05/2024

Towards Trustworthy Reranking: A Simple yet Effective Abstention Mechanism

Emmanuel Malherbe , Pierre Colombo , Céline Hudelot

Communication at a conference 27/03/2024

Improving multi-label classification by neural networks with a priori logical knowledge

Mostepha Khouadjia , Céline Hudelot

20/02/2024

Towards Cross-Tokenizer Distillation: the Universal Logit Distillation Loss for LLMs

Kevin El Haddad , Pierre Colombo , Céline Hudelot

Communication at a conference 01/12/2023

Revisiting Instruction Fine-tuned Model Evaluation to Guide Industrial Applications

Gautier Viaud , Pierre Colombo , Céline Hudelot

Communication at a conference 20/09/2023

Noisy and Unbalanced Multimodal Document Classification: Textbook Exercises as a Use Case

Elise Lincker , Camille Guinaudeau , Olivier Pons , Jerome Dupire , Isabelle Barbet , Caroline Huron , Céline Hudelot , Vincent Mousseau

Communication at a conference 28/08/2023

Textbook's accessibility for children with dyspraxia and visual disability

Léa Pacini , Jerome Dupire , Isabelle Barbet , Olivier Pons , Camille Guinaudeau , Caroline Huron , Vincent Mousseau , Céline Hudelot

Communication at a conference 28/07/2023

Semantic Conditioning at Inference Improving Neural-based Systems with Logical Background Knowledge

Mostepha Redouane Khouadjia , Céline Hudelot

Conference poster 20/04/2023

MALIN: Inclusive School Textbooks

Elise Lincker , Léa Pacini , Olivier Pons , Camille Guinaudeau , Jerome Dupire , Isabelle Barbet , Caroline Huron , Céline Hudelot , Vincent Mousseau

Conference poster 09/02/2023

MINERVE - A digital twin to manage railway infrastructure

Emmanuelle Baudry , R El Mesri , Amélie Fau , Hugo Gabrielidis , Pierre-Etienne Gautier , Fernando Lopez-Caballero , E Massoulié , Frederic Ragueneau , Didier Clouteau , Philip Gatti , Céline Hudelot , Pierre Jehel , Fernando Lopez Caballero , Gianluca Quercini , Emmanuel Vazquez , Stephane Vialle