Yair Lakretz

According to our database, Yair Lakretz authored at least 15 papers between 2015 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Metric-Learning Encoding Models Identify Processing Profiles of Linguistic Features in BERT's Representations.

Louis Jalouzot, Robin Sobczyk, Bastien Lhopitallier, Jeanne Salle, Nur Geffen Lan, Emmanuel Chemla, Yair Lakretz

CoRR, 2024

2023

Probing Brain Context-Sensitivity with Masked-Attention Generation.

Alexandre Pasquiou, Yair Lakretz, Bertrand Thirion, Christophe Pallier

CoRR, 2023

Information-Restricted Neural Language Models Reveal Different Brain Regions' Sensitivity to Semantics, Syntax and Context.

Alexandre Pasquiou, Yair Lakretz, Bertrand Thirion, Christophe Pallier

CoRR, 2023

Language acquisition: do children and language models follow similar learning stages?

Linnea Evanson, Yair Lakretz, Jean-Rémi King

Proceedings of the Findings of the Association for Computational Linguistics: ACL 2023, 2023

2022

Neural Language Models are not Born Equal to Fit Brain Data, but Training Helps.

Alexandre Pasquiou, Yair Lakretz, John T. Hale, Bertrand Thirion, Christophe Pallier

Proceedings of the International Conference on Machine Learning, 2022

Can Transformers Process Recursive Nested Constructions, Like Humans?

Yair Lakretz, Théo Desbordes, Dieuwke Hupkes, Stanislas Dehaene

Proceedings of the 29th International Conference on Computational Linguistics, 2022

2021

Single-cell activity in human STG during perception of phonemes is organized according to manner of articulation.

Yair Lakretz, Ori Ossmy, Naama Friedmann, Roy Mukamel, Itzhak Fried

NeuroImage, 2021

Causal Transformers Perform Below Chance on Recursive Nested Constructions, Unlike Humans.

Yair Lakretz, Theo Desbordes, Dieuwke Hupkes, Stanislas Dehaene

CoRR, 2021

Can RNNs learn Recursive Nested Subject-Verb Agreements?

Yair Lakretz, Theo Desbordes, Jean-Rémi King, Benoît Crabbé, Maxime Oquab, Stanislas Dehaene

CoRR, 2021

2020

What Limits Our Capacity to Process Nested Long-Range Dependencies in Sentence Comprehension?

Yair Lakretz, Stanislas Dehaene, Jean-Rémi King

Entropy, 2020

Exploring Processing of Nested Dependencies in Neural-Network Language Models and Humans.

Yair Lakretz, Dieuwke Hupkes, Alessandra Vergallito, Marco Marelli, Marco Baroni, Stanislas Dehaene

CoRR, 2020

2019

The emergence of number and syntax units in LSTM language models.

Yair Lakretz, Germán Kruszewski, Theo Desbordes, Dieuwke Hupkes, Stanislas Dehaene, Marco Baroni

Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2019

2018

Metric Learning for Phoneme Perception.

Yair Lakretz, Gal Chechik, Evan-Gary Cohen, Alessandro Treves, Naama Friedmann

CoRR, 2018

2015

Probabilistic Graphical Models of Dyslexia.

Yair Lakretz, Gal Chechik, Naama Friedmann, Michal Rosen-Zvi

Proceedings of the 21th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2015

Distinguishing between Different Syntactic Roles of Identical Words in Normal Reading: an ERP Study.

Yair Lakretz, Katarina Marjanovic, Yuqiao Gu, Alessandro Treves

Proceedings of the EuroAsianPacific Joint Conference on Cognitive Science / 4th European Conference on Cognitive Science / 11th International Conference on Cognitive Science, 2015