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Yair Lakretz
Yair Lakretz
Cognitive sciences and psycholinguistics lab, École normale supérieure, Paris, France
Geverifieerd e-mailadres voor cea.fr - Homepage
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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
13272022
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
2052019
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
1292022
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
1102021
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
892021
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
34*2022
What limits our capacity to process nested long-range dependencies in sentence comprehension?
Y Lakretz, S Dehaene, JR King
Entropy 22 (4), 446, 2020
332020
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
292022
Language acquisition: do children and language models follow similar learning stages?
L Evanson, Y Lakretz*, JR King*
arXiv preprint arXiv:2306.03586, 2023
262023
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
232021
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
182021
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
172023
Probabilistic Graphical Models of Dyslexia
Y Lakretz, G Chechik, N Friedmann, M Rosen-Zvi
KDD 2015, 1919-1928, 2015
162015
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
152023
Recursive processing of nested structures in monkeys? Two alternative accounts
Y Lakretz, S Dehaene
PsyArXiv, 2021
32021
A polar coordinate system represents syntax in large language models
P Diego-Simón, S D’Ascoli, E Chemla, Y Lakretz, JR King
NeurIPS, 2024
22024
Metric learning for phoneme perception
Y Lakretz, G Chechik, EG Cohen, A Treves, N Friedmann
arXiv preprint arXiv:1809.07824, 2018
22018
26th annual computational neuroscience meeting (CNS* 2017): part 2
LL Rubchinsky, S Ahn, W Klijn, B Cumming, S Yates, V Karakasis, ...
BMC neuroscience 18, 1-79, 2017
22017
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
12024
Modality-Specific and Amodal Language Processing by Single Neurons
Y Lakretz, N Friedmann, JR King, E Mankin, A Rangel, A Tankus, ...
bioRxiv, 2024
12024
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Artikelen 1–20