TY - JOUR
T1 - Disentangling semantic composition and semantic association in the left temporal lobe
AU - Li, Jixing
AU - Pylkkänen, Liina
N1 - Funding Information:
Received Sep. 4, 2020; revised May 4, 2021; accepted May 5, 2021. Author contributions: J.L. and L.P. designed research; J.L. performed research; J.L. analyzed data; J.L. and L.P. wrote the paper. This work was supported by the New York University Abu Dhabi Institute Grant G1001. We thank Haiyang Jin for help with the statistical analysis on the behavioral data and the reviewers for their invaluable comments and suggestions on earlier drafts of the paper. The authors declare no competing financial interests. Correspondence should be addressed to Jixing Li at [email protected]. https://doi.org/10.1523/JNEUROSCI.2317-20.2021 Copyright © 2021 Li and Pylkkänen This is an open-access article distributed under the terms of the Creative Commons Attribution 4.0 International license, which permits unrestricted use, distribution and reproduction in any medium provided that the original work is properly attributed.
Publisher Copyright:
Copyright © 2021 Li and Pylkkänen
PY - 2021/7/28
Y1 - 2021/7/28
N2 - Although composing two words into a complex representation (e.g., “coffee cake”) is conceptually different from forming associations between a pair of words (e.g., “coffee, cake”), the brain regions supporting semantic composition have also been implicated for associative encoding. Here, we adopted a two-word magnetoencephalography (MEG) paradigm which varies compositionality (“French/Korean cheese” vs “France/Korea cheese”) and strength of association (“France/French cheese” vs “Korea/Korean cheese”) between the two words. We collected MEG data while 42 English speakers (24 females) viewed the two words successively in the scanner, and we applied both univariate regression analyses and multivariate pattern classification to the source estimates of the two words. We show that the left anterior temporal lobe (LATL) and left middle temporal lobe (LMTL) are distinctively modulated by semantic composition and semantic association. Specifically, the LATL is mostly sensitive to high-association compositional phrases, while the LMTL responds more to low-association compositional phrases. Pattern-based directed connectivity analyses further revealed a continuous information flow from the anterior to the middle temporal region, suggesting that the integration of adjective and noun properties originated earlier in the LATL is consistently delivered to the LMTL when the complex meaning is newly encountered. Taken together, our findings shed light into a functional dissociation within the left temporal lobe for compositional and distributional semantic processing.
AB - Although composing two words into a complex representation (e.g., “coffee cake”) is conceptually different from forming associations between a pair of words (e.g., “coffee, cake”), the brain regions supporting semantic composition have also been implicated for associative encoding. Here, we adopted a two-word magnetoencephalography (MEG) paradigm which varies compositionality (“French/Korean cheese” vs “France/Korea cheese”) and strength of association (“France/French cheese” vs “Korea/Korean cheese”) between the two words. We collected MEG data while 42 English speakers (24 females) viewed the two words successively in the scanner, and we applied both univariate regression analyses and multivariate pattern classification to the source estimates of the two words. We show that the left anterior temporal lobe (LATL) and left middle temporal lobe (LMTL) are distinctively modulated by semantic composition and semantic association. Specifically, the LATL is mostly sensitive to high-association compositional phrases, while the LMTL responds more to low-association compositional phrases. Pattern-based directed connectivity analyses further revealed a continuous information flow from the anterior to the middle temporal region, suggesting that the integration of adjective and noun properties originated earlier in the LATL is consistently delivered to the LMTL when the complex meaning is newly encountered. Taken together, our findings shed light into a functional dissociation within the left temporal lobe for compositional and distributional semantic processing.
KW - LATL
KW - LMTL
KW - MEG
KW - Semantic association
KW - Semantic composition
KW - Brain Mapping/methods
KW - Humans
KW - Male
KW - Association Learning/physiology
KW - Comprehension/physiology
KW - Temporal Lobe/physiology
KW - Magnetoencephalography/methods
KW - Semantics
KW - Memory/physiology
KW - Female
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U2 - 10.1523/JNEUROSCI.2317-20.2021
DO - 10.1523/JNEUROSCI.2317-20.2021
M3 - Article
C2 - 34131034
AN - SCOPUS:85111541175
SN - 0270-6474
VL - 41
SP - 6526
EP - 6538
JO - Journal of Neuroscience
JF - Journal of Neuroscience
IS - 30
ER -