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Lucas Hosseini
Lucas Hosseini
Facebook AI
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Few-shot learning with retrieval augmented language models
G Izacard, P Lewis, M Lomeli, L Hosseini, F Petroni, T Schick, ...
arXiv preprint arXiv:2208.03299 1 (2), 4, 2022
441*2022
Unsupervised dense information retrieval with contrastive learning
G Izacard, M Caron, L Hosseini, S Riedel, P Bojanowski, A Joulin, ...
arXiv preprint arXiv:2112.09118, 2021
4002021
Towards unsupervised dense information retrieval with contrastive learning
G Izacard, M Caron, L Hosseini, S Riedel, P Bojanowski, A Joulin, ...
arXiv preprint arXiv:2112.09118 2 (3), 2021
1072021
Neurips 2020 efficientqa competition: Systems, analyses and lessons learned
S Min, J Boyd-Graber, C Alberti, D Chen, E Choi, M Collins, K Guu, ...
NeurIPS 2020 Competition and Demonstration Track, 86-111, 2021
692021
The faiss library
M Douze, A Guzhva, C Deng, J Johnson, G Szilvasy, PE Mazaré, ...
arXiv preprint arXiv:2401.08281, 2024
602024
Results of the NeurIPS’21 challenge on billion-scale approximate nearest neighbor search
HV Simhadri, G Williams, M Aumüller, M Douze, A Babenko, D Baranchuk, ...
NeurIPS 2021 Competitions and Demonstrations Track, 177-189, 2022
392022
A memory efficient baseline for open domain question answering
G Izacard, F Petroni, L Hosseini, N De Cao, S Riedel, E Grave
arXiv preprint arXiv:2012.15156, 2020
372020
The Faiss library.(2024)
M Douze, A Guzhva, C Deng, J Johnson, G Szilvasy, PE Mazaré, ...
arXiv preprint arXiv:2401.08281, 2024
192024
Improving wikipedia verifiability with ai
F Petroni, S Broscheit, A Piktus, P Lewis, G Izacard, L Hosseini, ...
Nature Machine Intelligence 5 (10), 1142-1148, 2023
152023
Unsupervised dense information retrieval with contrastive learning (2021)
G Izacard, M Caron, L Hosseini, S Riedel, P Bojanowski, A Joulin, ...
URL https://arxiv. org/abs/2112.09118, 2021
72021
Limits of structures and the example of tree semi-lattices
P Charbit, L Hosseini, PO de Mendez
Discrete Mathematics 340 (10), 2589-2603, 2017
62017
Faiss: Similarity search and clustering of dense vectors library
H Jégou, M Douze, J Johnson, L Hosseini, C Deng
Astrophysics Source Code Library, ascl: 2210.024, 2022
32022
Limits of mappings
L Hosseini, J Nešetřil, PO de Mendez
European Journal of Combinatorics 66, 145-159, 2017
32017
Contrastive pre-training for zero-shot information retrieval
G Izacard, M Caron, L Hosseini, S Riedel, P Bojanowski, A Joulin, ...
12022
Treeable graphings are local limits of finite graphs
L Hosseini, PO de Mendez
arXiv preprint arXiv:1601.05580, 2016
12016
Results of the NeurIPS'21 Challenge on Billion-Scale Approximate Nearest Neighbor Search
H Vardhan Simhadri, G Williams, M Aumüller, M Douze, A Babenko, ...
arXiv e-prints, arXiv: 2205.03763, 2022
2022
Limits of structures and the example of tree semi-lattices
P Ossona De Mendez, P Charbit, L Hosseini
HAL 2017, 2017
2017
Limits of structures and the example of tree semi-lattices
PO de Mendez, P Charbit, L Hosseini
Discrete Mathematics 340 (10), 2589-2603, 2017
2017
Random Free Limits of Tree-Semilattices
P Charbit, L Hosseini, PO de Mendez
bgw. labri. fr, 89, 2014
2014
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