Alberto Lumbreras

19 papers A* 3A 1B 1Journal 10Unranked 3
YearRankTypeTitle / Venue / Authors
2025 A* conf
SCOPE: A Self-supervised Framework for Improving Faithfulness in Conditional Text Generation.
ICLR
Song Duong, Florian Le Bronnec, Alexandre Allauzen, Vincent Guigue, Alberto Lumbreras, Laure Soulier, Patrick Gallinari
2025 J jnl
SCOPE: A Self-supervised Framework for Improving Faithfulness in Conditional Text Generation.
CoRR
Song Duong, Florian Le Bronnec, Alexandre Allauzen, Vincent Guigue, Alberto Lumbreras, Laure Soulier, Patrick Gallinari
2024 — conf
LOCOST: Modèles Espace-État pour le Résumé Abstractif de Documents Longs.
TALN (2)
Florian Le Bronnec, Song Duong, Alexandre Allauzen, Vincent Guigue, Alberto Lumbreras, Laure Soulier, Patrick Gallinari
2024 — conf
LOCOST: State-Space Models for Long Document Abstractive Summarization.
EACL (1)
Florian Le Bronnec, Song Duong, Mathieu Ravaut, Alexandre Allauzen, Nancy F. Chen, Vincent Guigue, Alberto Lumbreras, Laure Soulier, Patrick Gallinari
2024 J jnl
LOCOST: State-Space Models for Long Document Abstractive Summarization.
CoRR
Florian Le Bronnec, Song Duong, Mathieu Ravaut, Alexandre Allauzen, Nancy F. Chen, Vincent Guigue, Alberto Lumbreras, Laure Soulier, Patrick Gallinari
2023 — conf
Evaluating the Generalization Property of Prefix-based Methods for Data-to-text Generation.
CORIA-TALN (2)
Clarine Vongpaseut, Alberto Lumbreras, Mike Gartrell, Patrick Gallinari
2023 A conf
Learning from Multiple Sources for Data-to-Text and Text-to-Data.
AISTATS
Song Duong, Alberto Lumbreras, Mike Gartrell, Patrick Gallinari
2023 J jnl
Learning from Multiple Sources for Data-to-Text and Text-to-Data.
CoRR
Song Duong, Alberto Lumbreras, Mike Gartrell, Patrick Gallinari
2021 A* conf
Bayesian Causal Inference for Real World Interactive Systems.
KDD
Nicolas Chopin, Mike Gartrell, Dawen Liang, Alberto Lumbreras, David Rohde, Yixin Wang
2020 J jnl
Bayesian mean-parameterized nonnegative binary matrix factorization.
Data Min. Knowl. Discov.
Alberto Lumbreras, Louis Filstroff, Cédric Févotte
2018 J jnl
Bayesian Mean-parameterized Nonnegative Binary Matrix Factorization.
CoRR
Alberto Lumbreras, Louis Filstroff, Cédric Févotte
2018 A* conf
Closed-form Marginal Likelihood in Gamma-Poisson Matrix Factorization.
ICML
Louis Filstroff, Alberto Lumbreras, Cédric Févotte
2018 J jnl
Closed-form marginal likelihood in Gamma-Poisson factorization.
CoRR
Louis Filstroff, Alberto Lumbreras, Cédric Févotte
2018 J jnl
Non-parametric clustering over user features and latent behavioral functions with dual-view mixture models.
CoRR
Alberto Lumbreras, Julien Velcin, Marie Guégan, Bertrand Jouve
2017 J jnl
Non-parametric clustering over user features and latent behavioral functions with dual-view mixture models.
Comput. Stat.
Alberto Lumbreras, Julien Velcin, Marie Guégan, Bertrand Jouve
2017 J jnl
Role detection in online forums based on growth models for trees.
Soc. Netw. Anal. Min.
Alberto Lumbreras, Bertrand Jouve, Julien Velcin, Marie Guégan
2016 — —
Automatic role detection in online forums. (Détection automatique des rôles dans les forums en ligne).
Alberto Lumbreras
2013 J jnl
Analyse des rôles dans les communautés virtuelles : définitions et premières expérimentations sur IMDb.
CoRR
Alberto Lumbreras, James Lanagan, Julien Velcin, Bertrand Jouve
2012 B conf
Applying Trust Metrics Based on User Interactions to Recommendation in Social Networks.
ASONAM
Alberto Lumbreras, Ricard Gavaldà