François Role

21 papers A* 1A 3B 1C 1Journal 9Unranked 6
YearRankTypeTitle / Venue / Authors
2025 J jnl
Fill the Gap: Quantifying and Reducing the Modality Gap in Image-Text Representation Learning.
CoRR
François Role, Sébastien Meyer, Victor Amblard
2022 — conf
Classification non supervisée de documents à partir des modèles Transformeurs.
EGC
Mira Ait Saada, François Role, Mohamed Nadif
2021 A conf
How to Leverage a Multi-layered Transformer Language Model for Text Clustering: an Ensemble Approach.
CIKM
Mira Ait Saada, François Role, Mohamed Nadif
2021 B conf
Unsupervised Methods for the Study of Transformer Embeddings.
IDA
Mira Ait Saada, François Role, Mohamed Nadif
2021 J jnl
Unsupervised and self-supervised deep learning approaches for biomedical text mining.
Briefings Bioinform.
Mohamed Nadif, François Role
2018 A* conf
Sparse Poisson Latent Block Model for Document Clustering (Extended Abstract).
ICDE
Melissa Ailem, François Role, Mohamed Nadif
2018 A conf
Unsupervised Evaluation of Text Co-clustering Algorithms Using Neural Word Embeddings.
CIKM
François Role, Stanislas Morbieu, Mohamed Nadif
2017 J jnl
Model-based co-clustering for the effective handling of sparse data.
Pattern Recognit.
Melissa Ailem, François Role, Mohamed Nadif
2017 J jnl
Sparse Poisson Latent Block Model for Document Clustering.
IEEE Trans. Knowl. Data Eng.
Melissa Ailem, François Role, Mohamed Nadif
2016 J jnl
Graph modularity maximization as an effective method for co-clustering text data.
Knowl. Based Syst.
Melissa Ailem, François Role, Mohamed Nadif
2016 J jnl
Unsupervised text mining for assessing and augmenting GWAS results.
J. Biomed. Informatics
Melissa Ailem, François Role, Mohamed Nadif, Florence Demenais
2015 A conf
Co-clustering Document-term Matrices by Direct Maximization of Graph Modularity.
CIKM
Melissa Ailem, François Role, Mohamed Nadif
2015 — conf
Pour une meilleure exploitation de la classification croisée dans les systèmes de filtrage collaboratif.
EGC
Aghiles Salah, Nicoleta Rogovschi, François Role, Mohamed Nadif
2014 J jnl
Beyond cluster labeling: Semantic interpretation of clusters' contents using a graph representation.
Knowl. Based Syst.
François Role, Mohamed Nadif
2011 — conf
Handling the Impact of Low Frequency Events on Co-occurrence based Measures of Word Similarity - A Case Study of Pointwise Mutual Information.
KDIR
François Role, Mohamed Nadif
2011 — conf
PPMI : étude formelle d'une variante à valeurs positives de la PMI.
EGC
François Role, Mohamed Nadif
2007 C conf
Large-Scale Knowledge Acquisition from Botanical Texts.
NLDB
François Role, Milagros Fernández Gavilanes, Éric Villemonte de la Clergerie
2006 J jnl
Construction incrémentale d'une ontologie par analyse du texte et de la structure des documents.
Document Numérique
François Role, Guillaume Rousse
2002 J jnl
Text-image Coupling for Editing Literary Sources.
Comput. Humanit.
Eric Lecolinet, Laurent Robert, François Role
2001 — conf
Dealing with large documents in the Digital Library : a case study of ETD documents.
ELPUB
François Role, Stéphane Chaudiron, Madjid Ihadjadene
1998 — conf
An Integrated Reading and Editing Environment for Scholarly Research on Literary Works and Their Handwritten Sources.
ACM DL
Eric Lecolinet, Laurence Likforman-Sulem, Laurent Robert, François Role, Jean-Louis Lebrave