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组合性与角回:名词和动词语义组合的多体素相似性分析

Compositionality and the angular gyrus: A multi-voxel similarity analysis of the semantic composition of nouns and verbs.

作者信息

Boylan Christine, Trueswell John C, Thompson-Schill Sharon L

机构信息

Department of Psychology, University of Pennsylvania, United States.

Department of Psychology, University of Pennsylvania, United States.

出版信息

Neuropsychologia. 2015 Nov;78:130-41. doi: 10.1016/j.neuropsychologia.2015.10.007. Epub 2015 Oct 18.

Abstract

The cognitive and neural systems that enable conceptual processing must support the ability to combine (and recombine) concepts to form an infinite number of ideas. Two candidate neural systems for conceptual combination-the left anterior temporal lobe (ATL) and the left angular gyrus (AG)-have been characterized as "semantic hubs" due to both functional and anatomical properties; however, these two regions likely support different aspects of composition. Here we consider two hypotheses for the role of AG in conceptual combination, both of which differ from a putative role for the ATL in "feature-based" combinatorics (i.e., meaning derived by combining concepts' features). Firstly, we examine whether AG is more sensitive to function-argument relations of the sort that arise when a predicate is combined with its arguments. Secondly, we examine the non-mutually exclusive possibility that AG represents information carried on a verb in particular, whether this be information about event composition or about thematic relations denoted uniquely by verbs. We identified voxels that respond differentially to two-word versus one-word stimuli, and we measured the similarity of the patterns in these voxels evoked by (1) pairs of two-word phrases that shared a noun that was an argument, thus sharing function-argument composition (e.g. eats meat and with meat), in comparison with two-word phrases that shared only a noun, not an argument (e.g., eats meat and tasty meat); and (2) stimulus pairs that shared only an event (operationalized here as sharing a verb; e.g. eats meat and eats quickly), in comparison to both of the above. We found that activity patterns in left AG tracked information relating to the presence of an event-denoting verb in a pair of two-word phrases. We also found that the neural similarity in AG voxel patterns between two phrases sharing a verb correlated with subjects' ratings of how similar the meanings of those two verb phrases were. These findings indicate that AG represents information specific to verbs, perhaps event structure or thematic relations mediated by verbs, as opposed to argument structure in general.

摘要

能够进行概念处理的认知和神经系统必须支持将概念进行组合(以及重新组合)以形成无限数量想法的能力。概念组合的两个候选神经系统——左前颞叶(ATL)和左角回(AG)——由于功能和解剖学特性,被视为“语义枢纽”;然而,这两个区域可能支持组合的不同方面。在此,我们考虑关于AG在概念组合中作用的两种假设,这两种假设均不同于ATL在“基于特征”的组合(即通过组合概念特征得出的意义)中的假定作用。首先,我们研究AG是否对谓词与其论元组合时出现的那种功能 - 论元关系更敏感。其次,我们研究一种并非相互排斥的可能性,即AG尤其代表动词所承载的信息,无论是关于事件组合的信息还是关于动词独特表示的主题关系的信息。我们识别出对双词刺激与单字刺激有不同反应的体素,并测量了这些体素中由以下两种情况诱发的模式相似性:(1)共享一个作为论元的名词的双词短语对,从而共享功能 - 论元组合(例如“吃肉”和“用肉”),与仅共享一个名词而非论元的双词短语(例如“吃肉”和“美味的肉”)相比;以及(2)仅共享一个事件(在此操作化为共享一个动词;例如“吃肉”和“吃得快”)的刺激对,与上述两种情况相比。我们发现左AG中的活动模式追踪与双词短语对中表示事件的动词存在相关的信息。我们还发现,共享一个动词的两个短语之间AG体素模式的神经相似性与受试者对这两个动词短语意义相似程度的评分相关。这些发现表明,AG代表特定于动词的信息,也许是由动词介导的事件结构或主题关系,而不是一般的论元结构。

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本文引用的文献

1
Amazon's Mechanical Turk: A New Source of Inexpensive, Yet High-Quality, Data?
Perspect Psychol Sci. 2011 Jan;6(1):3-5. doi: 10.1177/1745691610393980. Epub 2011 Feb 3.
2
3
The LATL as locus of composition: MEG evidence from English and Arabic.
Brain Lang. 2015 Feb;141:124-34. doi: 10.1016/j.bandl.2014.12.003. Epub 2015 Jan 12.
4
The neural bases of taxonomic and thematic conceptual relations: an MEG study.
Neuropsychologia. 2015 Feb;68:176-89. doi: 10.1016/j.neuropsychologia.2015.01.011. Epub 2015 Jan 9.
5
Semantic variability predicts neural variability of object concepts.
Neuropsychologia. 2015 Sep;76:41-51. doi: 10.1016/j.neuropsychologia.2014.11.029. Epub 2014 Nov 25.
6
Multi-voxel pattern analysis of noun and verb differences in ventral temporal cortex.
Brain Lang. 2014 Oct;137:40-9. doi: 10.1016/j.bandl.2014.07.009. Epub 2014 Aug 24.
7
Object-specific semantic coding in human perirhinal cortex.
J Neurosci. 2014 Apr 2;34(14):4766-75. doi: 10.1523/JNEUROSCI.2828-13.2014.
8
Creating Concepts from Converging Features in Human Cortex.
Cereb Cortex. 2015 Sep;25(9):2584-93. doi: 10.1093/cercor/bhu057. Epub 2014 Mar 31.
9
The role of the left anterior temporal lobe in semantic composition vs. semantic memory.
Neuropsychologia. 2014 May;57:59-70. doi: 10.1016/j.neuropsychologia.2014.03.001. Epub 2014 Mar 12.
10
Neurocognitive insights on conceptual knowledge and its breakdown.
Philos Trans R Soc Lond B Biol Sci. 2013 Dec 9;369(1634):20120392. doi: 10.1098/rstb.2012.0392. Print 2014.

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