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Maria Lomeli
Maria Lomeli
Meta, FAIR
Bestätigte E-Mail-Adresse bei meta.com - Startseite
Titel
Zitiert von
Zitiert von
Jahr
Toolformer: Language models can teach themselves to use tools
T Schick, J Dwivedi-Yu, R Dessì, R Raileanu, M Lomeli, E Hambro, ...
Advances in Neural Information Processing Systems 36, 68539-68551, 2023
14712023
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
673*2022
Augmented language models: a survey
G Mialon, R Dessì, M Lomeli, C Nalmpantis, R Pasunuru, R Raileanu, ...
arXiv preprint arXiv:2302.07842, 2023
5042023
The faiss library
M Douze, A Guzhva, C Deng, J Johnson, G Szilvasy, PE Mazaré, ...
arXiv preprint arXiv:2401.08281, 2024
375*2024
Ra-dit: Retrieval-augmented dual instruction tuning
XV Lin, X Chen, M Chen, W Shi, M Lomeli, R James, P Rodriguez, J Kahn, ...
arXiv preprint arXiv:2310.01352, 2023
1072023
Kernel Adaptive Metropolis–Hastings.
D Sejdinovic, H Strathmann, M Lomeli-Garcia, C Andrieu, A Gretton
ICML, 1665-1673, 2014
622014
Testing web enabled simulation at scale using metamorphic testing
J Ahlgren, M Berezin, K Bojarczuk, E Dulskyte, I Dvortsova, J George, ...
2021 IEEE/ACM 43rd International Conference on Software Engineering …, 2021
592021
Facebook’s cyber–cyber and cyber–physical digital twins
J Ahlgren, K Bojarczuk, S Drossopoulou, I Dvortsova, J George, ...
Proceedings of the 25th International Conference on Evaluation and …, 2021
402021
General latent feature models for heterogeneous datasets
I Valera, MF Pradier, M Lomeli, Z Ghahramani
Journal of Machine Learning Research 21 (100), 1-49, 2020
282020
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
252023
Antithetic and Monte Carlo kernel estimators for partial rankings
M Lomeli, M Rowland, A Gretton, Z Ghahramani
Statistics and Computing 29, 1127-1147, 2019
232019
A marginal sampler for σ-stable Poisson–Kingman mixture models
M Lomelí, S Favaro, YW Teh
Journal of Computational and Graphical Statistics, 2015
232015
Editeval: An instruction-based benchmark for text improvements
J Dwivedi-Yu, T Schick, Z Jiang, M Lomeli, P Lewis, G Izacard, E Grave, ...
arXiv preprint arXiv:2209.13331, 2022
202022
Measurement challenges for cyber cyber digital twins: Experiences from the deployment of Facebook's ww simulation system
K Bojarczuk, N Gucevska, S Lucas, I Dvortsova, M Harman, E Meijer, ...
Proceedings of the 15th ACM/IEEE International Symposium on Empirical …, 2021
182021
On the stick-breaking representation of σ-stable Poisson–Kingman models
S Favaro, M Lomeli, B Nipoti, YW Teh
Electronic Journal of Statistics 8 (1), 1063-1085, 2014
112014
In-context pretraining: Language modeling beyond document boundaries
W Shi, S Min, M Lomeli, C Zhou, M Li, G Szilvasy, R James, XV Lin, ...
arXiv preprint arXiv:2310.10638, 2023
72023
Testing Web Enabled Simulation at Scale Using Metamorphic Testing. In 2021 IEEE/ACM 43rd International Conference on Software Engineering: Software Engineering in Practice …
J Ahlgren, ME Berezin, K Bojarczuk, E Dulskyte, I Dvortsova, J George, ...
IEEE, 140ś149, 2021
72021
TOOLVERIFIER: Generalization to New Tools via Self-Verification
D Mekala, J Weston, J Lanchantin, R Raileanu, M Lomeli, J Shang, ...
arXiv preprint arXiv:2402.14158, 2024
62024
A hybrid sampler for Poisson–Kingman mixture models
M Lomeli, S Favaro, YW Teh
Advances in Neural Information Processing Systems, 2161-2169, 2015
62015
Sampling and inference for discrete random probability measures in probabilistic programs
B Bloem-Reddy, E Mathieu, A Foster, T Rainforth, YW Teh, H Ge, ...
Proc. NeurIPS 2017 Workshop on Advances in Approximate Bayesian Inference, 2017
42017
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