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Pierre-Emmanuel Mazaré

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2020 – today

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2025
[i14]
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  - journals/corr/abs-2502-08246
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Pierre-Emmanuel Mazaré, Gergely Szilvasy, Maria Lomeli, Francisco Massa, Naila Murray, Hervé Jégou, Matthijs Douze:
Inference-time sparse attention with asymmetric indexing. CoRR abs/2502.08246 (2025)
[i13]
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  - journals/corr/abs-2509-22358
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Maria Lomeli, Matthijs Douze, Gergely Szilvasy, Loïc Cabannes, Jade Copet, Sainbayar Sukhbaatar, Jason Weston, Gabriel Synnaeve, Pierre-Emmanuel Mazaré, Hervé Jégou:
Stochastic activations. CoRR abs/2509.22358 (2025)
[i12]
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  - journals/corr/abs-2509-24552
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Loïc Cabannes, Maximilian Beck, Gergely Szilvasy, Matthijs Douze, Maria Lomeli, Jade Copet, Pierre-Emmanuel Mazaré, Gabriel Synnaeve, Hervé Jégou:
Short window attention enables long-term memorization. CoRR abs/2509.24552 (2025)
[i11]
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  - journals/corr/abs-2510-02387
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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:
CWM: An Open-Weights LLM for Research on Code Generation with World Models. CoRR abs/2510.02387 (2025)
2024
[i10]
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  - journals/corr/abs-2401-08281
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Matthijs Douze, Alexandr Guzhva, Chengqi Deng, Jeff Johnson, Gergely Szilvasy, Pierre-Emmanuel Mazaré, Maria Lomeli, Lucas Hosseini, Hervé Jégou:
The Faiss library. CoRR abs/2401.08281 (2024)
[i9]
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  - journals/corr/abs-2403-10746
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Gergely Szilvasy, Pierre-Emmanuel Mazaré, Matthijs Douze:
Vector search with small radiuses. CoRR abs/2403.10746 (2024)
2023
[j1]
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  - journals/natmi/PetroniBPLIHDLSBMJGR23
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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:
Improving Wikipedia verifiability with AI. Nat. Mac. Intell. 5(10): 1142-1148 (2023)
2022
[i8]
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  - journals/corr/abs-2207-06220
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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:
Improving Wikipedia Verifiability with AI. CoRR abs/2207.06220 (2022)
2021
[c5]
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  - conf/slt/KharitonovRSWMD21
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Eugene Kharitonov, Morgane Rivière, Gabriel Synnaeve, Lior Wolf, Pierre-Emmanuel Mazaré, Matthijs Douze, Emmanuel Dupoux:
Data Augmenting Contrastive Learning of Speech Representations in the Time Domain. SLT 2021: 215-222
2020
[c4]
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Morgane Rivière, Armand Joulin, Pierre-Emmanuel Mazaré, Emmanuel Dupoux:
Unsupervised Pretraining Transfers Well Across Languages. ICASSP 2020: 7414-7418
[c3]
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  - conf/icassp/KahnRZKXMKLCFLS20
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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:
Libri-Light: A Benchmark for ASR with Limited or No Supervision. ICASSP 2020: 7669-7673
[i7]
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  - journals/corr/abs-2002-02848
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Morgane Rivière, Armand Joulin, Pierre-Emmanuel Mazaré, Emmanuel Dupoux:
Unsupervised pretraining transfers well across languages. CoRR abs/2002.02848 (2020)
[i6]
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  - journals/corr/abs-2007-00991
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Eugene Kharitonov, Morgane Rivière, Gabriel Synnaeve, Lior Wolf, Pierre-Emmanuel Mazaré, Matthijs Douze, Emmanuel Dupoux:
Data Augmenting Contrastive Learning of Speech Representations in the Time Domain. CoRR abs/2007.00991 (2020)

2010 – 2019

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2019
[c2]
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Braden Hancock, Antoine Bordes, Pierre-Emmanuel Mazaré, Jason Weston:
Learning from Dialogue after Deployment: Feed Yourself, Chatbot! ACL (1) 2019: 3667-3684
[i5]
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  - journals/corr/abs-1901-05415
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Braden Hancock, Antoine Bordes, Pierre-Emmanuel Mazaré, Jason Weston:
Learning from Dialogue after Deployment: Feed Yourself, Chatbot! CoRR abs/1901.05415 (2019)
[i4]
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Louis Martin, Samuel Humeau, Pierre-Emmanuel Mazaré, Antoine Bordes, Éric Villemonte de la Clergerie, Benoît Sagot:
Reference-less Quality Estimation of Text Simplification Systems. CoRR abs/1901.10746 (2019)
[i3]
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  - journals/corr/abs-1912-07875
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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:
Libri-Light: A Benchmark for ASR with Limited or No Supervision. CoRR abs/1912.07875 (2019)
2018
[c1]
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Pierre-Emmanuel Mazaré, Samuel Humeau, Martin Raison, Antoine Bordes:
Training Millions of Personalized Dialogue Agents. EMNLP 2018: 2775-2779
[i2]
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  - journals/corr/abs-1804-10490
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Martin Raison, Pierre-Emmanuel Mazaré, Rajarshi Das, Antoine Bordes:
Weaver: Deep Co-Encoding of Questions and Documents for Machine Reading. CoRR abs/1804.10490 (2018)
[i1]
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  - journals/corr/abs-1809-01984
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Pierre-Emmanuel Mazaré, Samuel Humeau, Martin Raison, Antoine Bordes:
Training Millions of Personalized Dialogue Agents. CoRR abs/1809.01984 (2018)

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