Gautier Izacard
Gautier Izacard
Inflection AI
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Leveraging passage retrieval with generative models for open domain question answering
G Izacard, E Grave
Proceedings of the 16th Conference of the European Chapter of the …, 2020
Llama: Open and efficient foundation language models
H Touvron, T Lavril, G Izacard, X Martinet, MA Lachaux, T Lacroix, ...
arXiv preprint arXiv:2302.13971, 2023
Resmlp: Feedforward networks for image classification with data-efficient training
H Touvron, P Bojanowski, M Caron, M Cord, A El-Nouby, E Grave, ...
IEEE Transactions on Pattern Analysis and Machine Intelligence, 2022
Autoregressive entity retrieval
N De Cao, G Izacard, S Riedel, F Petroni
International Conference on Learning Representations, 2020
Unsupervised dense information retrieval with contrastive learning
G Izacard, M Caron, L Hosseini, S Riedel, P Bojanowski, A Joulin, ...
Transactions on Machine Learning Research, 2022
Distilling Knowledge from Reader to Retriever for Question Answering
G Izacard, E Grave
International Conference on Learning Representations, 2021
Are large-scale datasets necessary for self-supervised pre-training?
A El-Nouby, G Izacard, H Touvron, I Laptev, H Jegou, E Grave
arXiv preprint arXiv:2112.10740, 2021
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, 2022
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
Data-driven estimation of sinusoid frequencies
G Izacard, S Mohan, C Fernandez-Granda
Advances in Neural Information Processing Systems 32, 2019
A learning-based framework for line-spectra super-resolution
G Izacard, B Bernstein, C Fernandez-Granda
ICASSP 2019-2019 IEEE International Conference on Acoustics, Speech and …, 2019
A new analysis method for evolutionary optimization of dynamic and noisy objective functions
R Dang-Nhu, T Dardinier, B Doerr, G Izacard, D Nogneng
Proceedings of the Genetic and Evolutionary Computation Conference, 1467-1474, 2018
PEER: A Collaborative Language Model
T Schick, J Dwivedi-Yu, Z Jiang, F Petroni, P Lewis, G Izacard, Q You, ...
arXiv preprint arXiv:2208.11663, 2022
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
The Web Is Your Oyster--Knowledge-Intensive NLP against a Very Large Web Corpus
A Piktus, F Petroni, V Karpukhin, D Okhonko, S Broscheit, G Izacard, ...
arXiv preprint arXiv:2112.09924, 2021
Task-aware retrieval with instructions
A Asai, T Schick, P Lewis, X Chen, G Izacard, S Riedel, H Hajishirzi, ...
arXiv preprint arXiv:2211.09260, 2022
Improving Wikipedia Verifiability with AI
F Petroni, S Broscheit, A Piktus, P Lewis, G Izacard, L Hosseini, ...
arXiv preprint arXiv:2207.06220, 2022
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
Lossless Data Compression with Transformer
G Izacard, A Joulin, E Grave
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