Training Millions of Personalized Dialogue Agents. - Pierre-Emmanuel Mazaré; Samuel Humeau 001; Martin Raison; Antoine Bordes (EMNLP, 2018)

Weaver: Deep Co-Encoding of Questions and Documents for Machine Reading. - Martin Raison; Pierre-Emmanuel Mazaré; Rajarshi Das; Antoine Bordes (CoRR, 2018)

Learning from Dialogue after Deployment: Feed Yourself, Chatbot! - Braden Hancock; Antoine Bordes; Pierre-Emmanuel Mazaré; Jason Weston (ACL (1), 2019)

Reference-less Quality Estimation of Text Simplification Systems. - Louis Martin; Samuel Humeau 001; Pierre-Emmanuel Mazaré; Antoine Bordes; Éric Villemonte de la Clergerie; Benoît Sagot (CoRR, 2019)

Libri-Light: A Benchmark for ASR with Limited or No Supervision. - Jacob Kahn; Morgane Rivière; Weiyi Zheng; Evgeny Kharitonov; Qiantong Xu; Pierre-Emmanuel Mazaré; Julien Karadayi; Vitaliy Liptchinsky; Ronan Collobert; Christian Fuegen; Tatiana Likhomanenko; Gabriel Synnaeve; et al. (ICASSP, 2020)

Unsupervised Pretraining Transfers Well Across Languages. - Morgane Rivière; Armand Joulin; Pierre-Emmanuel Mazaré; Emmanuel Dupoux (ICASSP, 2020)

Data Augmenting Contrastive Learning of Speech Representations in the Time Domain. - Eugene Kharitonov; Morgane Rivière; Gabriel Synnaeve; Lior Wolf; Pierre-Emmanuel Mazaré; Matthijs Douze; Emmanuel Dupoux (SLT, 2021)

Improving Wikipedia Verifiability with AI. - Fabio Petroni; Samuel Broscheit; Aleksandra Piktus; Patrick Lewis 001; Gautier Izacard; Lucas Hosseini; Jane Dwivedi-Yu; Maria Lomeli; Timo Schick; Pierre-Emmanuel Mazaré; Armand Joulin; Edouard Grave; et al. (CoRR, 2022)

Improving Wikipedia verifiability with AI. - Fabio Petroni; Samuel Broscheit; Aleksandra Piktus; Patrick Lewis 001; Gautier Izacard; Lucas Hosseini; Jane Dwivedi-Yu; Maria Lomeli; Timo Schick; Michele Bevilacqua; Pierre-Emmanuel Mazaré; Armand Joulin; et al. (Nat. Mac. Intell., 2023)

The Faiss library. - Matthijs Douze; Alexandr Guzhva; Chengqi Deng; Jeff Johnson 004; Gergely Szilvasy; Pierre-Emmanuel Mazaré; Maria Lomeli; Lucas Hosseini; Hervé Jégou (CoRR, 2024)

Vector search with small radiuses. - Gergely Szilvasy; Pierre-Emmanuel Mazaré; Matthijs Douze (CoRR, 2024)

Inference-time sparse attention with asymmetric indexing. - Pierre-Emmanuel Mazaré; Gergely Szilvasy; Maria Lomeli; Francisco Massa; Naila Murray; Hervé Jégou; Matthijs Douze (CoRR, 2025)