Une approche de réduction de dimensionnalité pour l'agrégation de préférences qualitatives. - Quentin Brabant; Miguel Couceiro; Fabien Labernia; Amedeo Napoli (EGC, 2016)

From Meaningful Orderings in the Web of Data to Multi-level Pattern Structures. - Quentin Brabant; Miguel Couceiro; Amedeo Napoli; Justine Reynaud (ISMIS, 2017)

Extracting Decision Rules from Qualitative Data via Sugeno Utility Functionals. - Quentin Brabant; Miguel Couceiro; Didier Dubois; Henri Prade; Agnès Rico (IPMU (1), 2018)

k-maxitive Sugeno integrals as aggregation models for ordinal preferences. - Quentin Brabant; Miguel Couceiro (Fuzzy Sets Syst., 2018)

Linked Open Data Validity - A Technical Report from ISWS 2018. - Tayeb Abderrahmani Ghor; Esha Agrawal; Mehwish Alam; Omar Alqawasmeh; Claudia d'Amato; Amina Annane; Amr Azzam; Andrew Berezovskyi; Russa Biswas; Mathias Bonduel; Quentin Brabant; Cristina-Iulia Bucur; et al. (CoRR, 2019)

Interpolation by lattice polynomial functions: A polynomial time algorithm. - Quentin Brabant; Miguel Couceiro; José Rui Figueira (Fuzzy Sets Syst., 2019)

Fonctions latticielles polynomiales pour l'interpolation et la classification monotone. (Lattice polynomial functions for interpolation and monotonic classification). - Quentin Brabant (2019)

Preventing Overlaps in Agglomerative Hierarchical Conceptual Clustering. - Quentin Brabant; Amira Mouakher; Aurélie Bertaux (ICCS, 2020)

Learning rule sets and Sugeno integrals for monotonic classification problems. - Quentin Brabant; Miguel Couceiro; Didier Dubois; Henri Prade; Agnès Rico (Fuzzy Sets Syst., 2020)

SPARQL-to-Text Question Generation for Knowledge-Based Conversational Applications. - Gwénolé Lecorvé; Morgan Veyret; Quentin Brabant; Lina Maria Rojas-Barahona (AACL/IJCNLP (1), 2022)

CoQAR: Question Rewriting on CoQA. - Quentin Brabant; Gwénolé Lecorvé; Lina Maria Rojas-Barahona (LREC, 2022)

Active Learning and Multi-label Classification for Ellipsis and Coreference Detection in Conversational Question-Answering. - Quentin Brabant; Lina Maria Rojas-Barahona; Claire Gardent (CoRR, 2022)

KGConv, a Conversational Corpus Grounded in Wikidata. - Quentin Brabant; Lina Maria Rojas-Barahona; Gwénolé Lecorvé; Claire Gardent (LREC/COLING, 2024)

WikiFactDiff: A Large, Realistic, and Temporally Adaptable Dataset for Atomic Factual Knowledge Update in Causal Language Models. - Hichem Ammar Khodja; Frédéric Béchet; Quentin Brabant; Alexis Nasr; Gwénolé Lecorvé (LREC/COLING, 2024)

WikiFactDiff: Un Grand jeu de données Réaliste et Temporellement Adaptable pour la Mise à Jour Atomique des Connaissances Factuelles dans les Modèles de Langue Causaux. - Hichem Ammar Khodja; Frédéric Béchet; Quentin Brabant; Alexis Nasr; Gwénolé Lecorvé (TALN (1), 2024)

WEBDial, a Multi-domain, Multitask Statistical Dialogue Framework with RDF. - Morgan Veyret; Jean-Baptiste Duchene; Kekeli Afonouvi; Quentin Brabant; Gwénolé Lecorvé; Lina Maria Rojas-Barahona (CoRR, 2024)

Question Generation in Knowledge-Driven Dialog: Explainability and Evaluation. - Juliette Faille; Quentin Brabant; Gwénolé Lecorvé; Lina Maria Rojas-Barahona; Claire Gardent (CoRR, 2024)

Factual Knowledge Assessment of Language Models Using Distractors. - Hichem Ammar Khodja; Abderrahmane Ait gueni ssaid; Frédéric Béchet; Quentin Brabant; Alexis Nasr; Gwénolé Lecorvé (COLING, 2025)

Language Models Struggle to Achieve a Consistent Temporal Representation of Facts. - Hichem Ammar Khodja; Frédéric Béchet; Quentin Brabant; Alexis Nasr; Gwénolé Lecorvé (CoRR, 2025)