Dissociable effects of prediction and integration during language comprehension: evidence from a large-scale study using brain potentials

被引:135
作者
Nieuwland, Mante S. [1 ,2 ,3 ]
Barr, Dale J. [4 ]
Bartolozzi, Federica [1 ,3 ]
Busch-Moreno, Simon [5 ]
Darley, Emily [7 ]
Donaldson, David, I [8 ]
Ferguson, Heather J. [9 ]
Fu, Xiao [5 ]
Heyselaar, Evelien [1 ,10 ]
Huettig, Falk [1 ]
Husband, E. Matthew [12 ]
Ito, Aine [3 ,12 ]
Kazanina, Nina [7 ]
Kogan, Vita [3 ]
Kohut, Zdenko [13 ]
Kulakova, Eugenia [6 ]
Meziere, Diane [3 ]
Politzer-Ahles, Stephen [12 ,14 ]
Rousselet, Guillaume [4 ]
Rueschemeyer, Shirley-Ann [13 ]
Segaert, Katrien [9 ,11 ]
Tuomainen, Jyrki [5 ]
Zu Wolfsthurn, Sarah Von Grebmer [7 ]
机构
[1] Max Planck Inst Psycholinguist, Nijmegen, Netherlands
[2] Donders Inst Brain Cognit & Behav, Nijmegen, Netherlands
[3] Univ Edinburgh, Sch Philosophy Psychol & Language Sci, Edinburgh, Midlothian, Scotland
[4] Univ Glasgow, Inst Neurosci & Psychol, Glasgow, Lanark, Scotland
[5] UCL, Div Psychol & Language Sci, London, England
[6] UCL, Inst Cognit Neurosci, London, England
[7] Univ Bristol, Sch Expt Psychol, Bristol, Avon, England
[8] Univ Stirling, Fac Nat Sci, Psychol, Stirling, Scotland
[9] Univ Kent, Sch Psychol, Canterbury, Kent, England
[10] Univ Birmingham, Sch Psychol, Birmingham, W Midlands, England
[11] Univ Birmingham, Ctr Human Brain Hlth, Birmingham, W Midlands, England
[12] Univ Oxford, Fac Linguist Philol & Phonet, Oxford, England
[13] Univ York, Dept Psychol, York, N Yorkshire, England
[14] Hong Kong Polytech Univ, Dept Chinese & Bilingual Studies, Kowloon, Hong Kong, Peoples R China
基金
欧洲研究理事会;
关键词
predictability; plausibility; semantic similarity; N400; TIME-COURSE; SEMANTIC INTEGRATION; WORD RECOGNITION; REFLECT; DISCOURSE; MEMORY; REPRESENTATION; EXPECTANCY; SENTENCES; KNOWLEDGE;
D O I
10.1098/rstb.2018.0522
中图分类号
Q [生物科学];
学科分类号
07 ; 0710 ; 09 ;
摘要
Composing sentence meaning is easier for predictable words than for unpredictable words. Are predictable words genuinely predicted, or simply more plausible and therefore easier to integrate with sentence context? We addressed this persistent and fundamental question using data from a recent, large-scale (n = 334) replication study, by investigating the effects of word predictability and sentence plausibility on the N400, the brain's electrophysiological index of semantic processing. A spatio-temporally fine-grained mixed-effect multiple regression analysis revealed overlapping effects of predictability and plausibility on the N400, albeit with distinct spatio-temporal profiles. Our results challenge the view that the predictability-dependent N400 reflects the effects of either prediction or integration, and suggest that semantic facilitation of predictable words arises from a cascade of processes that activate and integrate word meaning with context into a sentence-level meaning. This article is part of the theme issue 'Towards mechanistic models of meaning composition'.
引用
收藏
页数:9
相关论文
共 53 条
[1]  
[Anonymous], 2012, CAMBRIDGE HDB PSYCHO, DOI DOI 10.1017/CBO9781139029377.008
[2]   Mixed-effects modeling with crossed random effects for subjects and items [J].
Baayen, R. H. ;
Davidson, D. J. ;
Bates, D. M. .
JOURNAL OF MEMORY AND LANGUAGE, 2008, 59 (04) :390-412
[3]  
Baggio G, 2018, MEANING IN THE BRAIN
[4]   Selective alignment of brain responses by task demands during semantic processing [J].
Baggio, Giosue .
NEUROPSYCHOLOGIA, 2012, 50 (05) :655-665
[5]   The balance between memory and unification in semantics: A dynamic account of the N400 [J].
Baggio, Giosue ;
Hagoort, Peter .
LANGUAGE AND COGNITIVE PROCESSES, 2011, 26 (09) :1338-1367
[6]  
Baroni M, 2014, PROCEEDINGS OF THE 52ND ANNUAL MEETING OF THE ASSOCIATION FOR COMPUTATIONAL LINGUISTICS, VOL 1, P238
[7]   Fast and Elegant Numerical Linear Algebra Using the RcppEigen Package [J].
Bates, Douglas ;
Eddelbuettel, Dirk .
JOURNAL OF STATISTICAL SOFTWARE, 2013, 52 (05) :1-24
[8]   CONTROLLING THE FALSE DISCOVERY RATE - A PRACTICAL AND POWERFUL APPROACH TO MULTIPLE TESTING [J].
BENJAMINI, Y ;
HOCHBERG, Y .
JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY, 1995, 57 (01) :289-300
[9]   Electrophysiological Correlates of Semantic Dissimilarity Reflect the Comprehension of Natural, Narrative Speech [J].
Broderick, Michael P. ;
Anderson, Andrew J. ;
Di Liberto, Giovanni M. ;
Crosse, Michael J. ;
Lalor, Edmund C. .
CURRENT BIOLOGY, 2018, 28 (05) :803-+
[10]   Effects of prediction and contextual support on lexical processing: Prediction takes precedence [J].
Brothers, Trevor ;
Swaab, Tamara Y. ;
Traxler, Matthew J. .
COGNITION, 2015, 136 :135-149