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Yair Lakretz
Yair Lakretz
Cognitive sciences and psycholinguistics lab, École normale supérieure, Paris, France
Adresse e-mail validée de cea.fr
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Beyond the imitation game: Quantifying and extrapolating the capabilities of language models
A Srivastava, A Rastogi, A Rao, AAM Shoeb, A Abid, A Fisch, AR Brown, ...
arXiv preprint arXiv:2206.04615, 2022
7442022
The Emergence of Number and Syntax Units in LSTM Language Models
Y Lakretz, G Kruszewski, T Desbordes, D Hupkes, S Dehaene, M Baroni
NAACL 2019, 2019
1752019
Spatiotemporal dynamics of orthographic and lexical processing in the ventral visual pathway
O Woolnough, C Donos, PS Rollo, KJ Forseth, Y Lakretz, NE Crone, ...
Nature human behaviour 5 (3), 389-398, 2021
912021
Symbols and mental programs: a hypothesis about human singularity
S Dehaene, F Al Roumi, Y Lakretz, S Planton, M Sablé-Meyer
Trends in Cognitive Sciences 26 (9), 751-766, 2022
852022
Mechanisms for Handling Nested Dependencies in Neural-Network Language Models and Humans
Y Lakretz, D Hupkes, A Vergallito, M Marelli, M Baroni, S Dehaene
Cognition, 104699, 2021
65*2021
What limits our capacity to process nested long-range dependencies in sentence comprehension?
Y Lakretz, S Dehaene, JR King
Entropy 22 (4), 446, 2020
292020
Can transformers process recursive nested constructions, like humans?
Y Lakretz, T Desbordes, D Hupkes, S Dehaene
Proceedings of the 29th International Conference on Computational …, 2022
23*2022
Can RNNs learn recursive nested subject-verb agreements?
Y Lakretz, T Desbordes, JR King, B Crabbé, M Oquab, S Dehaene
arXiv preprint arXiv:2101.02258, 2021
192021
Neural language models are not born equal to fit brain data, but training helps
A Pasquiou, Y Lakretz, J Hale, B Thirion, C Pallier
arXiv preprint arXiv:2207.03380, 2022
142022
Probabilistic Graphical Models of Dyslexia
Y Lakretz, G Chechik, N Friedmann, M Rosen-Zvi
KDD 2015, 1919-1928, 2015
132015
Single-cell activity in human STG during perception of phonemes is organized according to manner of articulation
IF Yair Lakertz, Ori Ossmy, Naama Friedmann, Roy Mukamel
NeuroImage 226, 117499, 2021
122021
Dimensionality and ramping: Signatures of sentence integration in the dynamics of brains and deep language models
T Desbordes, Y Lakretz, V Chanoine, M Oquab, JM Badier, A Trébuchon, ...
Journal of Neuroscience 43 (29), 5350-5364, 2023
82023
Language acquisition: do children and language models follow similar learning stages?
L Evanson, Y Lakretz, JR King
arXiv preprint arXiv:2306.03586, 2023
72023
Information-Restricted Neural Language Models Reveal Different Brain Regions’ Sensitivity to Semantics, Syntax, and Context
A Pasquiou, Y Lakretz, B Thirion, C Pallier
Neurobiology of Language 4 (4), 611-636, 2023
62023
Recursive processing of nested structures in monkeys? Two alternative accounts
Y Lakretz, S Dehaene
PsyArXiv, 2021
32021
Metric learning for phoneme perception
Y Lakretz, G Chechik, EG Cohen, A Treves, N Friedmann
arXiv preprint arXiv:1809.07824, 2018
22018
Disentangling Hierarchical and Sequential Computations during Sentence Processing
CN Zacharopoulos, S Dehaene, Y Lakretz
bioRxiv, 2022.07. 08.499161, 2022
12022
Automatic Recognition of Gesture Identity and Onset of Cued-Speech
A Sarré, H Salpeter, D Bechar, L Cohen, Y Lakretz
ICASSP 2024-2024 IEEE International Conference on Acoustics, Speech and …, 2024
2024
Metric-Learning Encoding Models Identify Processing Profiles of Linguistic Features in BERT's Representations
L Jalouzot, R Sobczyk, B Lhopitallier, J Salle, N Lan, E Chemla, Y Lakretz
arXiv preprint arXiv:2402.11608, 2024
2024
Probing brain context-sensitivity with masked-attention generation
A Pasquiou, Y Lakretz, B Thirion, C Pallier
arXiv preprint arXiv:2305.13863, 2023
2023
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