Mechanisms for handling nested dependencies in neural-network language models and humans

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

(2020) Yair Lakretz et al.   Entropy

Deep Neural Networks as Scientific Models

(2019) Radoslaw M. Cichy et al.   TRENDS IN COGNITIVE SCIENCES

An Attempt to Conceptually Replicate the Dissociation between Syntax and Semantics during Sentence Comprehension

(2019) Matthew Siegelman et al.   NEUROSCIENCE

Agreement attraction in Spanish comprehension

(2015) Sol Lago et al.   JOURNAL OF MEMORY AND LANGUAGE

Deep learning

(2015) Yann LeCun et al.   NATURE

The Neural Representation of Sequences: From Transition Probabilities to Algebraic Patterns and Linguistic Trees

(2015) Stanislas Dehaene et al.   NEURON

Nodes and networks in the neural architecture for language: Broca's region and beyond

(2014) Peter Hagoort   CURRENT OPINION IN NEUROBIOLOGY

Number meaning and number grammar in English and Spanish

(2011) Kathryn Bock et al.   JOURNAL OF MEMORY AND LANGUAGE

Cortical representation of the constituent structure of sentences

(2011) C. Pallier et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Agreement attraction in comprehension: Representations and processes

(2009) Matthew W. Wagers et al.   JOURNAL OF MEMORY AND LANGUAGE

Gating multiple signals through detailed balance of excitation and inhibition in spiking networks

(2009) Tim P Vogels et al.   NATURE NEUROSCIENCE

Categorical data analysis: Away from ANOVAs (transformation or not) and towards logit mixed models

(2008) T. Florian Jaeger   JOURNAL OF MEMORY AND LANGUAGE

Mixed-effects modeling with crossed random effects for subjects and items

(2008) R.H. Baayen et al.   JOURNAL OF MEMORY AND LANGUAGE