Dissociating language and thought in large language models

K Mahowald, AA Ivanova, IA Blank, N Kanwisher… - Trends in Cognitive …, 2024 - cell.com
Large language models (LLMs) have come closest among all models to date to mastering
human language, yet opinions about their linguistic and cognitive capabilities remain split …

Neurocomputational models of language processing

JT Hale, L Campanelli, J Li, S Bhattasali… - Annual Review of …, 2022 - annualreviews.org
Efforts to understand the brain bases of language face the Mapping Problem: At what level
do linguistic computations and representations connect to human neurobiology? We review …

The cortical organization of syntax

W Matchin, G Hickok - Cerebral Cortex, 2020 - academic.oup.com
Abstract Syntax, the structure of sentences, enables humans to express an infinite range of
meanings through finite means. The neurobiology of syntax has been intensely studied but …

fMRI reveals language-specific predictive coding during naturalistic sentence comprehension

C Shain, IA Blank, M van Schijndel, W Schuler… - Neuropsychologia, 2020 - Elsevier
Much research in cognitive neuroscience supports prediction as a canonical computation of
cognition across domains. Is such predictive coding implemented by feedback from higher …

Spatiotemporally distributed frontotemporal networks for sentence reading

O Woolnough, C Donos, E Murphy… - Proceedings of the …, 2023 - National Acad Sciences
Reading a sentence entails integrating the meanings of individual words to infer more
complex, higher-order meaning. This highly rapid and complex human behavior is known to …

[图书][B] Cognitive neuroscience of language

D Kemmerer - 2022 - taylorfrancis.com
Cognitive Neuroscience of Language provides an up-to-date, wide-ranging, and
pedagogically practical survey of the most important developments in this exciting field. It …

Information flow across the cortical timescale hierarchy during narrative construction

CHC Chang, SA Nastase… - Proceedings of the …, 2022 - National Acad Sciences
When listening to spoken narratives, we must integrate information over multiple, concurrent
timescales, building up from words to sentences to paragraphs to a coherent narrative …

Robust effects of working memory demand during naturalistic language comprehension in language-selective cortex

C Shain, IA Blank, E Fedorenko, E Gibson… - Journal of …, 2022 - Soc Neuroscience
To understand language, we must infer structured meanings from real-time auditory or visual
signals. Researchers have long focused on word-by-word structure building in working …

Naturalistic spoken language comprehension is supported by alpha and beta oscillations

I Zioga, H Weissbart, AG Lewis, S Haegens… - Journal of …, 2023 - Soc Neuroscience
Brain oscillations are prevalent in all species and are involved in numerous perceptual
operations. α oscillations are thought to facilitate processing through the inhibition of task …

Causal evidence for a coordinated temporal interplay within the language network

JAM Schroën, TC Gunter, O Numssen… - Proceedings of the …, 2023 - National Acad Sciences
Recent neurobiological models on language suggest that auditory sentence comprehension
is supported by a coordinated temporal interplay within a left-dominant brain network …