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Towards more robust theoretical frameworks for deep neural network optimization |
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Mitliagkas, Ioannis |
| 2022 |
Understanding, improving, and generalizing generative models |
Jolicoeur-Martineau, Alexia |
Mitliagkas, Ioannis |
| 2019 |
On the bias-variance tradeoff : textbooks need an update |
Neal, Brayden |
Mitliagkas, Ioannis |
| 2024 |
Generative models, theory and applications |
Askari Hemmat, Reyhane |
Mitliagkas, Ioannis; Le Roux, Nicolas |
| 2024 |
The shifting landscape of data : learning to tame distributional shifts |
Ibrahim, Adam |
Mitliagkas, Ioannis; Rish, Irina |
| 2021 |
Hamiltonian Monte Carlo and consistent sampling for score matching based generative modeling |
Piché-Taillefer, Rémi |
Mitliagkas, Ioannis; Thomaszewski, Bernhard |
| 2017 |
Implémentation d'un langage fonctionnel orienté vers la méta programmation |
Delaunay, Pierre |
Monnier, Stefan |
| 2022 |
Développement d’un serveur LSP pour Typer |
Soilihi, Ben Soilihi Boina |
Monnier, Stefan |
| 2022 |
Gestion manuelle et sécuritaire de la mémoire en Typer |
Génier, Simon |
Monnier, Stefan |
| 2025 |
Vérification automatisée de programmes impératifs dans un langage à typage dépendant |
Bernard, Maxim |
Monnier, Stefan |
| 2024 |
Quotient Types in Typer |
Tan, James Juan Whei |
Monnier, Stefan |
| 2021 |
Typer a de la classe : le polymorphisme ad hoc dans un langage avec des types dépendants et de la métaprogrammation |
Barszcz, Jean-Alexandre |
Monnier, Stefan |
| 2023 |
Amélioration des messages d'erreurs Typer par algorithme génétique |
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Monnier, Stefan |
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Simulateur compilé d’une description multi-langage des systèmes hétérogènes |
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Monnier, Stefan; Aboulhamid, El Mostapha |
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Abitbol : un langage sur mesure pour la métaprogrammation |
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Monnier, Stefan; Feeley, Marc |
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A Type-Preserving Compiler from System F to Typed Assembly Language |
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Monnier, Stefan; Feeley, Marc |
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Inférence statique et par contraintes des relations de composition dans des programmes Java |
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Monnier, Stefan; Guéhéneuc, Yann-Gaël |
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A Compiler for the dependently typed language Beluga |
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Compound terms for information retrieval |
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Indexation syntaxique dans la recherche d'informations |
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Nie, Jian-Yun |
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Modèles de langue appliqués à la recherche d'information contextuelle |
Bouchard, Hugues |
Nie, Jian-Yun |
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Utilisation d'un thésaurus manuel pour la recherche d'information |
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Nie, Jian-Yun |
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Filtering parallel texts to improve translation model and cross-language information retrieval |
Cai, Jian |
Nie, Jian-Yun |
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Domain-specific question answering system : an application to the construction sector |
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Nie, Jian-Yun |
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Context-sensitive information retrieval |
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Nie, Jian-Yun |
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Context-aware ranking : from search to dialogue |
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Nie, Jian-Yun |
| 2026 |
Exos : conception d’un dispositif numérique pour l’apprentissage personnalisé du français écrit en contexte scolaire québécois |
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Nie, Jian-Yun |
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Dialogue systems based on pre-trained language models |
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Recherche d'information translinguistique sur les documents en arabe |
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Nie, Jian-Yun |
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Relating Dependent Terms in Information Retrieval |
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Nie, Jian-Yun |
| 2024 |
Rule-based data augmentation for document-level medical concept extraction |
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Nie, Jian-Yun |
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Concept oriented biomedical information retrieval |
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| 2025 |
Investigating the impact of training data coverage on large language model hallucinations |
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Local differentially private mechanisms for text privacy protection |
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Apprentissage automatique pour la détection de relations d'affaire |
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A domain-specific search engine for the construction sector |
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Extracting and exploiting word relationships for information retrieval |
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Leveraging machine reading comprehension to mitigate hallucinations in answer generation by large language models |
Zhou, Xiaoxin |
Nie, Jian-Yun |
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Désambiguisation de sens par modèles de contextes et son application à la Recherche d’Information |
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Nie, Jian-Yun |
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The equivalence of contrastive learning and graph convolution in collaborative filtering |
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Nie, Jian-Yun |
| 2025 |
Robust, efficient, and knowledge-augmented text generation with pre-trained language models |
Li, Junyi |
Nie, Jian-Yun |
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Classification automatique de textes pour les revues de littérature mixtes en santé |
Langlois, Alexis |
Nie, Jian-Yun |
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Incorporating health factors into food recommendation : experiments on real-world data from a weight-loss app |
Ling, Yabo |
Nie, Jian-Yun |
| 2023 |
Automatic symbolic melody generation from lyrics |
Xie, Yifan |
Nie, Jian-Yun |
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VGCN-BERT : augmenting BERT with graph embedding for text classification : application to offensive language detection |
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Nie, Jian-Yun |
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Tailored deep learning techniques for information retrieval |
Nie, Yifan |
Nie, Jian-Yun |
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Learning representations for Information Retrieval |
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Nie, Jian-Yun |
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Parallel text mining for cross-language information retrieval using a statistical translation model |
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Nie, Jian-Yun |