Publications

Agnès Mustar, Sylvain Lamprier, Benjamin Piwowarski (2020). Using BERT and BART for Query Suggestion. Joint Conference of the Information Retrieval Communities in Europe.

Thomas Scialom, Paul-Alexis Dray, Sylvain Lamprier, Benjamin Piwowarski, Jacopo Staiano (2020). ColdGANs: Taming Language GANs with Cautious Sampling Strategies.

Étienne Simon, Vincent Guigue, Benjamin Piwowarski (2019). Unsupervised Information Extraction: Regularizing Discriminative Approaches with Relation Distribution Losses. Proceedings of the Association for Computational Linguistics.

Thomas Scialom, Benjamin Piwowarski, Jacopo Staiano (2019). Self-Attention Architectures for Answer-Agnostic Neural Question Generation. ACL 2019.

Éloi Zablocki, Patrick Bordes, Laure Soulier, Benjamin Piwowarski, Patrick Gallinari (2019). Context-Aware Zero-Shot Learning for Object Recognition. International Conference on Machine Learning.

Patrick Bordes, Éloi Zablocki, Benjamin Piwowarski, Laure Soulier, Patrick Gallinari (2019). Un modèle multimodal d’apprentissage de représentations de phrases qui préserve la sémantique visuelle. conférence francophone en Recherche d’Information et Application.

Éloi Zablocki, Patrick Bordes, Laure Soulier, Benjamin Piwowarski, Patrick Gallinari (2019). Incorporating Visual Semantics into Sentence Representations within a Grounded Space. EMNLP.

Thomas Scialom, Benjamin Piwowarski, Jacopo Staiano (2019). Architecture basée sur les mécanismes d'attention: le cas de la génération de questions neuronales.

Thomas Scialom, Sylvain Lamprier, Benjamin Piwowarski, Jacopo Staiano (2019). Answers Unite! Unsupervised Metrics for Reinforced Summarization Models. EMNLP.

Ludovic Dos Santos, Benjamin Piwowarski, Ludovic Denoyer, Patrick Gallinari (2018). Representation Learning for Classification in Heterogeneous Graphs with Application to Social Networks. ACM Transactions on Knowledge Discovery from Data.