Pierre-Emmanuel Mazaré

According to our database, Pierre-Emmanuel Mazaré authored at least 16 papers between 2018 and 2026.

Collaborative distances:

• Dijkstra number of three.
• Erdős number of four.

2026

Self-Pruned Key-Value Attention: Learning When to Write by Predicting Future Utility.

Gergely Szilvasy, Manuel Faysse, Maria Lomeli, Matthijs Douze, Pierre-Emmanuel Mazaré, Loïc Cabannes, Wen-tau Yih, Hervé Jégou

CoRR, May, 2026

The Faiss Library.

Matthijs Douze, Alexandr Guzhva, Chengqi Deng, Jeff Johnson, Gergely Szilvasy, Pierre-Emmanuel Mazaré, Maria Lomeli, Lucas Hosseini, Hervé Jégou

IEEE Trans. Big Data, April, 2026

2025

CWM: An Open-Weights LLM for Research on Code Generation with World Models.

FAIR CodeGen team, Jade Copet, Quentin Carbonneaux, Gal Cohen, Jonas Gehring, Jacob Kahn, Jannik Kossen, Felix Kreuk, Emily McMilin, Michel Meyer, Yuxiang Wei, David Zhang, Kunhao Zheng, Jordi Armengol-Estapé, Pedram Bashiri, Maximilian Beck, Pierre Chambon, Abhishek Charnalia, Chris Cummins, Juliette Decugis, Zacharias V. Fisches, François Fleuret, Fabian Gloeckle, Alex Gu, Michael Hassid, Daniel Haziza, Badr Youbi Idrissi, Christian Keller, Rahul Kindi, Hugh Leather, Gallil Maimon, Aram H. Markosyan, Francisco Massa, Pierre-Emmanuel Mazaré, Vegard Mella, Naila Murray, Keyur Muzumdar, Peter W. O'Hearn, Matteo Pagliardini, Dmitrii Pedchenko, Tal Remez, Volker Seeker, Marco Selvi, Oren Sultan, Sida Wang, Luca Wehrstedt, Ori Yoran, Lingming Zhang, Taco Cohen, Yossi Adi, Gabriel Synnaeve

CoRR, October, 2025

Short window attention enables long-term memorization.

Loïc Cabannes, Maximilian Beck, Gergely Szilvasy, Matthijs Douze, Maria Lomeli, Jade Copet, Pierre-Emmanuel Mazaré, Gabriel Synnaeve, Hervé Jégou

CoRR, September, 2025

Stochastic activations.

Maria Lomeli, Matthijs Douze, Gergely Szilvasy, Loïc Cabannes, Jade Copet, Sainbayar Sukhbaatar, Jason Weston, Gabriel Synnaeve, Pierre-Emmanuel Mazaré, Hervé Jégou

CoRR, September, 2025

Inference-time sparse attention with asymmetric indexing.

Pierre-Emmanuel Mazaré, Gergely Szilvasy, Maria Lomeli, Francisco Massa, Naila Murray, Hervé Jégou, Matthijs Douze

CoRR, February, 2025

2024

Vector search with small radiuses.

Gergely Szilvasy, Pierre-Emmanuel Mazaré, Matthijs Douze

CoRR, 2024

2023

Improving Wikipedia verifiability with AI.

Fabio Petroni, Samuel Broscheit, Aleksandra Piktus, Patrick Lewis, Gautier Izacard, Lucas Hosseini, Jane Dwivedi-Yu, Maria Lomeli, Timo Schick, Michele Bevilacqua, Pierre-Emmanuel Mazaré, Armand Joulin, Edouard Grave, Sebastian Riedel

Nat. Mac. Intell., October, 2023

2022

Improving Wikipedia Verifiability with AI.

Fabio Petroni, Samuel Broscheit, Aleksandra Piktus, Patrick Lewis, Gautier Izacard, Lucas Hosseini, Jane Dwivedi-Yu, Maria Lomeli, Timo Schick, Pierre-Emmanuel Mazaré, Armand Joulin, Edouard Grave, Sebastian Riedel

CoRR, 2022

2021

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

Proceedings of the IEEE Spoken Language Technology Workshop, 2021

2020

Unsupervised Pretraining Transfers Well Across Languages.

Morgane Rivière, Armand Joulin, Pierre-Emmanuel Mazaré, Emmanuel Dupoux

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

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, Armand Joulin, Abdelrahman Mohamed, Emmanuel Dupoux

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

2019

Reference-less Quality Estimation of Text Simplification Systems.

Louis Martin, Samuel Humeau, Pierre-Emmanuel Mazaré, Antoine Bordes, Éric Villemonte de la Clergerie, Benoît Sagot

CoRR, 2019

Learning from Dialogue after Deployment: Feed Yourself, Chatbot!

Braden Hancock, Antoine Bordes, Pierre-Emmanuel Mazaré, Jason Weston

Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019

2018

Weaver: Deep Co-Encoding of Questions and Documents for Machine Reading.

Martin Raison, Pierre-Emmanuel Mazaré, Rajarshi Das, Antoine Bordes

CoRR, 2018

Training Millions of Personalized Dialogue Agents.

Pierre-Emmanuel Mazaré, Samuel Humeau, Martin Raison, Antoine Bordes

Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, Brussels, Belgium, October 31, 2018