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 …

The neural basis of combinatory syntax and semantics

L Pylkkänen - Science, 2019 - science.org
Human language allows us to create an infinitude of ideas from a finite set of basic building
blocks. What is the neurobiology of this combinatory system? Research has begun to dissect …

A hierarchy of linguistic predictions during natural language comprehension

M Heilbron, K Armeni, JM Schoffelen… - Proceedings of the …, 2022 - National Acad Sciences
Understanding spoken language requires transforming ambiguous acoustic streams into a
hierarchy of representations, from phonemes to meaning. It has been suggested that the …

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 …

Delta-band neural responses to individual words are modulated by sentence processing

S Slaats, H Weissbart, JM Schoffelen… - Journal of …, 2023 - Soc Neuroscience
To understand language, we need to recognize words and combine them into phrases and
sentences. During this process, responses to the words themselves are changed. In a step …

Parallel processing in speech perception with local and global representations of linguistic context

C Brodbeck, S Bhattasali, AALC Heredia, P Resnik… - elife, 2022 - elifesciences.org
Speech processing is highly incremental. It is widely accepted that human listeners
continuously use the linguistic context to anticipate upcoming concepts, words, and …

Lack of selectivity for syntax relative to word meanings throughout the language network

E Fedorenko, IA Blank, M Siegelman, Z Mineroff - Cognition, 2020 - Elsevier
To understand what you are reading now, your mind retrieves the meanings of words and
constructions from a linguistic knowledge store (lexico-semantic processing) and identifies …

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 …

Effects of structure and meaning on cortical tracking of linguistic units in naturalistic speech

CW Coopmans, H De Hoop, P Hagoort… - Neurobiology of …, 2022 - direct.mit.edu
Recent research has established that cortical activity “tracks” the presentation rate of
syntactic phrases in continuous speech, even though phrases are abstract units that do not …