Bilingual language processing relies on shared semantic representations that are modulated by each language

C Catherine Chen (Electrical Engineering and Computer Science, University of California) X Xue L. Gong (Helen Wills Neuroscience Institute, University of California) C Christine Tseng (Helen Wills Neuroscience Institute, University of California) D Daniel L. Klein (Electrical Engineering and Computer Science, University of California) J Jack L. Gallant (Electrical Engineering and Computer Science, University of California) F Fatma Deniz (Helen Wills Neuroscience Institute, University of California)

Abstract

Billions of people throughout the world are bilingual, and they can extract meaning from multiple languages. While some evidence suggests that there is a shared system in the human brain for processing semantic information from native and non-native languages, other evidence suggests that semantic processing is language specific. We conducted a study to determine how semantic information for different languages is represented in the brains of bilinguals. Functional magnetic resonance imaging (fMRI) was used to record brain responses while participants read several hours of natural narratives in their native (Chinese) and non-native (English) languages. These data were then used to compare semantic representations between the two languages. We find that semantic representations are largely shared between languages, while there are fine-grained differences in the representation of some semantic categories across languages. These results reconcile current competing theories of bilingual language processing.

Article Details

Volume / Issue Vol. 123, Issue 9
Published March 03, 2026
ISSN 0027-8424
Publisher National Academy of Sciences

Authors (6)

C

Catherine Chen

Electrical Engineering and Computer Science, University of California

X

Xue L. Gong

Helen Wills Neuroscience Institute, University of California

C

Christine Tseng

Helen Wills Neuroscience Institute, University of California

D

Daniel L. Klein

Electrical Engineering and Computer Science, University of California

J

Jack L. Gallant

Electrical Engineering and Computer Science, University of California

F

Fatma Deniz

Helen Wills Neuroscience Institute, University of California