When pumpkin is closer to onion than to squash: the structure of the second language lexicon

Cytoscape: A software Environment for integrated models of biomolecular interaction networks

Shannon, P., Markiel, A., Ozier, O., Baliga, N. S., Wang, J. T., Ramage, D., Amin, N., Schwikowski, B., & Ideker, T. (2003) · Genome Research · doi:10.1101/gr.1239303 · Cited by 51,888 · see citing works

Collective dynamics of ‘small-world’ networks

Watts, D. J., & Strogatz, S. H. (1998) · Nature · doi:10.1038/30918 · Cited by 43,060 · see citing works

Bootstrap methods: another look at the jackknife

Efron, B. (1979) · The Annals of Statistics · doi:10.1214/aos/1176344552 · Cited by 17,602 · see citing works

Modularity and community structure in networks

Newman, M. E. J. (2006) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.0601602103 · Cited by 12,256 · see citing works

Complex network measures of brain connectivity: Uses and interpretations

Rubinov, M., & Sporns, O. (2010) · NeuroImage · doi:10.1016/j.neuroimage.2009.10.003 · Cited by 11,522 · see citing works

Complex networks: structure and dynamics

BOCCALETTI, S., LATORA, V, MORENO, Y., CHAVEZ, M., & HWANG, D. (2006) · Physics Reports · doi:10.1016/j.physrep.2005.10.009 · Cited by 11,010 · see citing works

Learning Vocabulary in Another Language

Nation, I. S. P. (2001) · Cambridge University Press · doi:10.1017/cbo9781139524759 · Cited by 6,608 · see citing works

The Evolution of Random Graphs

Bollobás, B. (1986) · Regional conference series in mathematics · doi:10.1090/cbms/062/06 · Cited by 5,719 · see citing works

Category Interference in Translation and Picture Naming: Evidence for Asymmetric Connections Between Bilingual Memory Representations

Kroll, J. F., & Stewart, E. (1994) · Journal of Memory and Language · doi:10.1006/jmla.1994.1008 · Cited by 2,656 · cited 1× · see citing works

Scale-Free Networks: A Decade and Beyond

Barabási, A.-Ĺ. (2009) · Science · doi:10.1126/science.1173299 · Cited by 2,089 · see citing works

The Language Experience and Proficiency Questionnaire (LEAP-Q): Assessing Language Profiles in Bilinguals and Multilinguals

Marian, V., Blumenfeld, H. K., & Kaushanskaya, M. (2007) · Journal of Speech Language and Hearing Research · doi:10.1044/1092-4388(2007/067 · Cited by 1,994 · see citing works

Network ‘Small-World-Ness’: A Quantitative Method for Determining Canonical Network Equivalence

Humphries, M. D., & Gurney, K. (2008) · PLoS ONE · doi:10.1371/journal.pone.0002051 · Cited by 1,442 · see citing works

The Large‐Scale Structure of Semantic Networks: Statistical Analyses and a Model of Semantic Growth

Steyvers, M., & Tenenbaum, J. B. (2005) · Cognitive Science · doi:10.1207/s15516709cog2901_3 · Cited by 1,396 · see citing works

Clustering and switching as two components of verbal fluency: Evidence from younger and older healthy adults.

Troyer, A. K., Moscovitch, M., & Winocur, G. (1997) · Neuropsychology · doi:10.1037/0894-4105.11.1.138 · Cited by 1,241 · see citing works

Comparing Brain Networks of Different Size and Connectivity Density Using Graph Theory

van Wijk, B. C. M., Stam, C. J., & Daffertshofer, A. (2010) · PLoS ONE · doi:10.1371/journal.pone.0013701 · Cited by 1,161 · see citing works

Modular and hierarchically modular organization of brain networks

Meunier, D., Lambiotte, R., & Bullmore, E. T. (2010) · Frontiers in Neuroscience · doi:10.3389/fnins.2010.00200 · Cited by 1,156 · see citing works

A tool for filtering information in complex systems

Tumminello, M., Aste, T., Matteo, T. D., & Mantegna, R. N. (2005) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.0500298102 · Cited by 903 · see citing works

Large Sample Confidence Regions Based on Subsamples under Minimal Assumptions

Politis, D. N., & Romano, J. P. (1994) · The Annals of Statistics · doi:10.1214/aos/1176325770 · Cited by 748 · see citing works

On the nature and scope of featural representations of word meaning.

McRae, K., de Sa, V. R., & Seidenberg, M. S. (1997) · Journal of Experimental Psychology General · doi:10.1037//0096-3445.126.2.99 · Cited by 711 · see citing works

Conceptual representation in bilingual memory: Effects of concreteness and cognate status in word association

van Hell, J. V., & de Groot, A. D. (1998) · Bilingualism: Language and Cognition · doi:10.1017/s1366728998000352 · Cited by 545 · see citing works

Normative Data for Clustering and Switching on Verbal Fluency Tasks

Troyer, A. K. (2000) · Journal of Clinical and Experimental Neuropsychology · doi:10.1076/1380-3395(200006)22:3;1-v;ft370 · Cited by 527 · see citing works

Semantic and letter fluency in Spanish-English bilinguals.

Gollan, T. H., Montoya, R. I., & Werner, G. A. (2002) · Neuropsychology · doi:10.1037/0894-4105.16.4.562 · Cited by 458 · see citing works

Effect of language proficiency and executive control on verbal fluency performance in bilinguals

Luo, L., Luk, G., & Bialystok, E. (2010) · Cognition · doi:10.1016/j.cognition.2009.08.014 · Cited by 380 · see citing works

Networks in Cognitive Science

Baronchelli, A., Ferrer‐i‐Cancho, R., Pastor‐Satorras, R., Chater, N., & Christiansen, M. H. (2013) · Trends in Cognitive Sciences · doi:10.1016/j.tics.2013.04.010 · Cited by 344 · see citing works

Structure and Function in the Lexical System: Insights from Distributed Models of Word Reading and Lexical Decision

Plaut, D. C. (1997) · Language and Cognitive Processes · doi:10.1080/016909697386682 · Cited by 331 · see citing works

Lexical access in bilinguals: effects of vocabulary size and executive control

Bialystok, E., Craik, F. I. M., & Luk, G. (2008) · Journal of Neurolinguistics · doi:10.1016/j.jneuroling.2007.07.001 · Cited by 314 · see citing works

Vocabulary and verbal fluency of bilingual and monolingual college students

PORTOCARRERO, J., BURRIGHT, R., & DONOVICK, P. (2007) · Archives of Clinical Neuropsychology · doi:10.1016/j.acn.2007.01.015 · Cited by 306 · see citing works

What Can Graph Theory Tell Us About Word Learning and Lexical Retrieval?

Vitevitch, M. S. (2008) · Journal of Speech Language and Hearing Research · doi:10.1044/1092-4388(2008/030 · Cited by 305 · see citing works

Verbal fluency and repetition skills in healthy older Spanish-English bilinguals

Rosselli, M., Ardila, A., Araujo, K., Weekes, V. A., Caracciolo, V., Padilla, M., & Ostrosky-Solí, F. (2000) · Applied Neuropsychology · doi:10.1207/s15324826an0701_3 · Cited by 294 · cited 3× · see citing works

6. Conceptual Representation in the Bilingual Lexicon and Second Language Vocabulary Learning

Pavlenko, A. (2009) · Multilingual Matters eBooks · doi:10.21832/9781847691262-008 · Cited by 270 · see citing works

What causes the bilingual disadvantage in verbal fluency? The dual-task analogy

Sandoval, T. C., Gollan, T. H., Ferreira, V. S., & Salmon, D. P. (2010) · Bilingualism Language and Cognition · doi:10.1017/s1366728909990514 · Cited by 269 · see citing works

Word associations: Network and semantic properties

Deyne, S. D., & Storms, G. (2008) · Behavior Research Methods · doi:10.3758/brm.40.1.213 · Cited by 268 · see citing works

Small Worlds and Semantic Network Growth in Typical and Late Talkers

Beckage, N., Smith, L. B., & Hills, T. T. (2011) · PLoS ONE · doi:10.1371/journal.pone.0019348 · Cited by 263 · see citing works

Changes with Age in the Verbal Determinants of Word-Association

Ervin, S. M. (1961) · The American Journal of Psychology · doi:10.2307/1419742 · Cited by 263 · see citing works

Semantic Networks: Structure and Dynamics

Borge‐Holthoefer, J., & Arenas, À. (2010) · Entropy · doi:10.3390/e12051264 · Cited by 238 · see citing works

Cross-language priming asymmetries in lexical decision and episodic recognition

Chen, W., & Forster, K. (2001) · Journal of Memory and Language · doi:10.1006/jmla.2000.2737 · Cited by 229 · see citing works

Interlingual word associations

Kolers, P. A. (1963) · Journal of Verbal Learning and Verbal Behavior · doi:10.1016/s0022-5371(63)80097-3 · Cited by 220 · see citing works

Cognitive testing toward the future: The example of Semantic Verbal Fluency (ANIMALS)

Ardila, A., Ostrosky‐Solís, F., & Bernal, B. (2006) · International Journal of Psychology · doi:10.1080/00207590500345542 · Cited by 216 · see citing works

Phonemic Fluency, Semantic Fluency, and Difference Scores: Normative Data for Adult Hebrew Speakers

Kavé, G. (2005) · Journal of Clinical and Experimental Neuropsychology · doi:10.1080/13803390490918499 · Cited by 178 · see citing works

The effect of age of second language acquisition on the representation and processing of second language words

Silverberg, S., & Samuel, A. G. (2004) · Journal of Memory and Language · doi:10.1016/j.jml.2004.05.003 · Cited by 175 · see citing works

Language and Cognition in Bilinguals and Multilinguals: An Introduction

de Groot, A. M. B. (2010) · UvA-DARE (University of Amsterdam) · Cited by 158 · see citing works

The semantic organization of the animal category: evidence from semantic verbal fluency and network theory

Goñi, J., Arrondo, G., Sepulcre, J., Martincorena, I., de Mendizábal, N. V., Corominas‐Murtra, B., Bejarano, B., Ardanza-Trevijano, S., Peraita, H., Wall, D. P., et al. (2010) · Cognitive Processing · doi:10.1007/s10339-010-0372-x · Cited by 158 · see citing works

The influence of the phonological neighborhood clustering coefficient on spoken word recognition.

Chan, K. Y., & Vitevitch, M. S. (2009) · Journal of Experimental Psychology Human Perception & Performance · doi:10.1037/a0016902 · Cited by 155 · see citing works

Whole-language and item-specific control in bilingual language production.

Assche, E. V., Duyck, W., & Gollan, T. H. (2013) · Journal of Experimental Psychology Learning Memory and Cognition · doi:10.1037/a0032859 · Cited by 153 · see citing works

Structure and flexibility: Investigating the relation between the structure of the mental lexicon, fluid intelligence, and creative achievement.

Kenett, Y. N., Beaty, R. E., Silvia, P. J., Anaki, D., & Faust, M. (2016) · Psychology of Aesthetics Creativity and the Arts · doi:10.1037/aca0000056 · Cited by 145 · see citing works

Linguistic diversity and object naming by non-native speakers of English

Malt, B., & Sloman, S. (2003) · Bilingualism: Language and Cognition · doi:10.1017/s1366728903001020 · Cited by 135 · see citing works

Proficiency and control in verbal fluency performance across the lifespan for monolinguals and bilinguals

Friesen, D. C., Luo, L., Luk, G., & Bialystok, E. (2014) · Language Cognition and Neuroscience · doi:10.1080/23273798.2014.918630 · Cited by 135 · see citing works

The role of proficiency on processing categorical and associative information in the L2 as revealed by reaction times and event-related brain potentials

Kotz, S., & Elston-Güttler, K. E. (2004) · Journal of Neurolinguistics · doi:10.1016/s0911-6044(03)00058-7 · Cited by 133 · see citing works

A CROSS-LINGUISTIC COMPARISON OF VERBAL FLUENCY TESTS

Rosselli, M., Ardila, A., Salvatierra, J. L., MARQUEZ, M., LUIS, M., & Weekes‐Shackelford, V. A. (2002) · International Journal of Neuroscience · doi:10.1080/00207450290025752 · Cited by 131 · see citing works

Semantic organization in children with cochlear implants: computational analysis of verbal fluency

Kenett, Y. N., Wechsler-Kashi, D., Kenett, D. Y., Schwartz, R. G., Ben‐Jacob, E., & Faust, M. (2013) · Frontiers in Psychology · doi:10.3389/fpsyg.2013.00543 · Cited by 131 · see citing works

Where does the delay in L2 picture naming come from? Psycholinguistic and neurocognitive evidence on second language word production

Hanulová, J., Davidson, D. J., & Indefrey, P. (2010) · Language and Cognitive Processes · doi:10.1080/01690965.2010.509946 · Cited by 120 · see citing works

Global and Local Features of Semantic Networks: Evidence from the Hebrew Mental Lexicon

Kenett, Y. N., Kenett, D. Y., Ben‐Jacob, E., & Faust, M. (2011) · PLoS ONE · doi:10.1371/journal.pone.0023912 · Cited by 118 · see citing works

Untitled work

(2009) · doi:10.1075/lllt.24 · Cited by 118 · see citing works

The bilingual mental lexicon : interdisciplinary approaches

Pavlenko, A. (2009) · Cited by 110 · see citing works

Network Structure Influences Speech Production

Chan, K. Y., & Vitevitch, M. S. (2010) · Cognitive Science · doi:10.1111/j.1551-6709.2010.01100.x · Cited by 103 · see citing works

Neurolinguistic evidence for bilingual language representation: a comparison of reaction times and event-related brain potentials

Kotz, S. A. (2001) · Bilingualism Language and Cognition · doi:10.1017/s1366728901000244 · Cited by 100 · see citing works

Second Language Autonomy

Frenck-Mestre, C. A., & Prince, P. (1997) · Journal of Memory and Language · doi:10.1006/jmla.1997.2526 · Cited by 96 · see citing works

Towards a Theoretical Framework for Analyzing Complex Linguistic Networks

Mehler, A., Lücking, A., Banisch, S., Blanchard, P., & Frank-Job, B. (2015) · Understanding complex systems · doi:10.1007/978-3-662-47238-5 · Cited by 93 · see citing works

Impact of the Bootstrap on Sample Surveys

Shao, J. (2003) · Statistical Science · doi:10.1214/ss/1063994974 · Cited by 83 · see citing works

Untangling word webs: graph theory and the notion of density in second language word association networks

Wilks, C., & Meara, P. M. (2002) · Second language Research · doi:10.1191/0267658302sr203oa · Cited by 83 · see citing works

Learners' Word Associations in French.

Meara, P. M. (1978) · Cited by 76 · see citing works

Word class influence on word association test results1

Nissen, H. B., & Henriksen, B. (2006) · International Journal of Applied Linguistics · doi:10.1111/j.1473-4192.2006.00124.x · Cited by 70 · see citing works

Semantic Organization, Strategy Use, and Productivity in Bilingual Semantic Verbal Fluency

Roberts‐Miller, P., & Dorze, G. L. (1997) · Brain and Language · doi:10.1006/brln.1997.1753 · Cited by 70 · see citing works

Bilingual lexical development: a Persian–Swedish word association study

Namei, S. (2004) · International Journal of Applied Linguistics · doi:10.1111/j.1473-4192.2004.00070.x · Cited by 70 · see citing works

Semantic facilitation in bilingual first language acquisition

Bilson, S., Yoshida, H., Tran, C. D., Woods, E. A., & Hills, T. T. (2015) · Cognition · doi:10.1016/j.cognition.2015.03.013 · Cited by 69 · see citing works

The influence of clustering coefficient on word-learning: how groups of similar sounding words facilitate acquisition

Goldstein, R., & Vitevitch, M. S. (2014) · Frontiers in Psychology · doi:10.3389/fpsyg.2014.01307 · Cited by 68 · see citing works

Network Graph Analysis of Category Fluency Testing

Lerner, A. J., Ogrocki, P. K., & Thomas, P. J. (2009) · Cognitive and Behavioral Neurology · doi:10.1097/wnn.0b013e318192ccaf · Cited by 63 · see citing works

Lexical Organization and Competition in First and Second Languages: Computational and Neural Mechanisms

Li, P. (2009) · Cognitive Science · doi:10.1111/j.1551-6709.2009.01028.x · Cited by 58 · see citing works

Second-Order Properties of an Extrapolated Bootstrap without Replacement under Weak Assumptions

Bertail, P. (1997) · Bernoulli · doi:10.2307/3318585 · Cited by 56 · see citing works

A Multiple Word Association Probe in Second Language Acquisition Research

Kruse, H., Pankhurst, J., & Smith, M. S. (1987) · Studies in Second Language Acquisition · doi:10.1017/s0272263100000449 · Cited by 48 · see citing works

Structure and Organization of the Mental Lexicon: A Network Approach Derived from Syntactic Dependency Relations and Word Associations

Deyne, S. D., Verheyen, S., & Storms, G. (2015) · Understanding complex systems · doi:10.1007/978-3-662-47238-5_3 · Cited by 44 · see citing works

Verbal Fluency in Bilingual Spanish/English Alzheimer's Disease Patients

Salvatierra, J. L., Rosselli, M., Acevedo, A., & Duara, R. (2007) · American Journal of Alzheimer s Disease & Other Dementias® · doi:10.1177/1533317507301792 · Cited by 42 · see citing works

A computational analysis of semantic structure in bilingual verbal fluency performance

Taler, V., Johns, B. T., Young, K., Sheppard, C. L., & Jones, M. N. (2013) · Journal of Memory and Language · doi:10.1016/j.jml.2013.08.004 · Cited by 37 · see citing works

Native-likeness in second language lexical categorization reflects individual language history and linguistic community norms

Zinszer, B. D., Malt, B. C., Ameel, E., & Li, P. (2014) · Frontiers in Psychology · doi:10.3389/fpsyg.2014.01203 · Cited by 30 · see citing works

Bilingual Aphasia: Semantic Organization, Strategy Use, and Productivity in Semantic Verbal Fluency

Roberts‐Miller, P., & Dorze, G. L. (1998) · Brain and Language · doi:10.1006/brln.1998.1992 · Cited by 30 · see citing works

A further note on simulating word association behaviour in a second language

Wilks, C., Meara, P. M., & Wolter, B. (2005) · Second language Research · doi:10.1191/0267658305sr251oa · Cited by 25 · see citing works

4. An Overview of Semantic Processing in Bilinguals: Methods and Findings

Altarriba, J., & Basnight-Brown, D. M. (2009) · Multilingual Matters eBooks · doi:10.21832/9781847691262-006 · Cited by 24 · see citing works

Not just semantics: Strong frequency and weak cognate effects on semantic association in bilinguals

Antón‐Méndez, I., & Gollan, T. H. (2010) · Memory & Cognition · doi:10.3758/mc.38.6.723 · Cited by 16 · see citing works

Semantic verbal fluency in aphasia: A quantitative and qualitative study in test-retest conditions

Roberts‐Miller, P., & Dorze, G. L. (1994) · Aphasiology · doi:10.1080/02687039408248682 · Cited by 16 · see citing works

Pandas and Penguins, Monkeys and Caterpillars: Problems of Cluster Analysis in Semantic Verbal Fluency

Body, R., & Muskett, T. (2012) · Qualitative Research in Psychology · doi:10.1080/14780887.2011.586104 · Cited by 8 · see citing works

Cognitive Network Science: A Review of Research on Cognition through the Lens of Network Representations, Processes, and Dynamics

Siew, C. S. Q., Wulff, D. U., Beckage, N., & Kenett, Y. N. (2019) · Complexity · doi:10.1155/2019/2108423 · Cited by 327 · see citing works

An experimental approach to linguistic representation

Branigan, H. P., & Pickering, M. J. (2016) · Behavioral and Brain Sciences · doi:10.1017/s0140525x16002028 · Cited by 257 · see citing works

How semantic memory structure and intelligence contribute to creative thought: a network science approach

Benedek, M., Kenett, Y. N., Umdasch, K., Anaki, D., Faust, M., & Neubauer, A. C. (2017) · Thinking & Reasoning · doi:10.1080/13546783.2016.1278034 · Cited by 231 · see citing works

The semantic distance task: Quantifying semantic distance with semantic network path length.

Kenett, Y. N., Levi, E., Anaki, D., & Faust, M. (2017) · Journal of Experimental Psychology Learning Memory and Cognition · doi:10.1037/xlm0000391 · Cited by 165 · see citing works

Semantic network analysis (SemNA): A tutorial on preprocessing, estimating, and analyzing semantic networks.

Christensen, A. P., & Kenett, Y. N. (2021) · Psychological Methods · doi:10.1037/met0000463 · Cited by 129 · see citing works

Quantifying flexibility in thought: The resiliency of semantic networks differs across the lifespan

Cosgrove, A. L., Kenett, Y. N., Beaty, R. E., & Diaz, M. T. (2021) · Cognition · doi:10.1016/j.cognition.2021.104631 · Cited by 106 · see citing works

Network structure of the Wisconsin Schizotypy Scales–Short Forms: Examining psychometric network filtering approaches

Christensen, A. P., Kenett, Y. N., Aste, T., Silvia, P. J., & Kwapil, T. R. (2018) · Behavior Research Methods · doi:10.3758/s13428-018-1032-9 · Cited by 102 · see citing works

Remotely Close Associations: Openness to Experience and Semantic Memory Structure

Christensen, A. P., Kenett, Y. N., Cotter, K. N., Beaty, R. E., & Silvia, P. J. (2018) · European Journal of Personality · doi:10.1002/per.2157 · Cited by 98 · see citing works

Estimating Semantic Networks of Groups and Individuals from Fluency Data

Zemla, J. C., & Austerweil, J. L. (2018) · Computational Brain & Behavior · doi:10.1007/s42113-018-0003-7 · Cited by 79 · see citing works

Education shapes the structure of semantic memory and impacts creative thinking

Denervaud, S., Christensen, A. P., Kenett, Y. N., & Beaty, R. E. (2021) · npj Science of Learning · doi:10.1038/s41539-021-00113-8 · Cited by 69 · see citing works

Flexible Semantic Network Structure Supports the Production of Creative Metaphor

Li, Y., Kenett, Y. N., Hu, W., & Beaty, R. E. (2021) · Creativity Research Journal · doi:10.1080/10400419.2021.1879508 · Cited by 60 · see citing works

Clustering and switching in divergent thinking: Neurophysiological correlates underlying flexibility during idea generation

Mastria, S., Agnoli, S., Zanon, M., Acar, S., Runco, M. A., & Corazza, G. E. (2021) · Neuropsychologia · doi:10.1016/j.neuropsychologia.2021.107890 · Cited by 59 · see citing works

The effect of aging on facial attractiveness: An empirical and computational investigation

He, D., Workman, C. I., Kenett, Y. N., He, X., & Chatterjee, A. K. (2021) · Acta Psychologica · doi:10.1016/j.actpsy.2021.103385 · Cited by 58 · see citing works

Investigating Creativity from a Semantic Network Perspective

Kenett, Y. N. (2018) · Springer eBooks · doi:10.1007/978-3-319-76054-4_3 · Cited by 56 · see citing works

How does language change as a lexical network? An investigation based on written Chinese word co-occurrence networks

Chen, H., Chen, X., & Liu, H. (2018) · PLoS ONE · doi:10.1371/journal.pone.0192545 · Cited by 43 · see citing works

Supporting the development of the bilingual lexicon through translanguaging: a realist review integrating psycholinguistics with educational sciences

Bosma, E., Bakker, A., Zenger, L., & Blom, E. (2022) · European Journal of Psychology of Education · doi:10.1007/s10212-021-00586-6 · Cited by 38 · see citing works

Convergent thinking and insight problem solving relate to semantic memory network structure

Luchini, S. A., Kenett, Y. N., Zeitlen, D. C., Christensen, A. P., Ellis, D. M., Brewer, G. A., & Beaty, R. E. (2023) · Thinking Skills and Creativity · doi:10.1016/j.tsc.2023.101277 · Cited by 38 · see citing works

Investigating the network structure of domain-specific knowledge using the semantic fluency task

Siew, C. S. Q., & Guru, A. (2022) · Memory & Cognition · doi:10.3758/s13421-022-01314-1 · Cited by 35 · see citing works

The role of learner creativity in L2 semantic fluency. An exploratory study

Fontecha, A. F. (2021) · System · doi:10.1016/j.system.2021.102658 · Cited by 32 · see citing works

Novel conceptual combination can dynamically reconfigure semantic memory networksPreprint

Kenett, Y. N., & Thompson‐Schill, S. L. (2020) · doi:10.31234/osf.io/crp47 · Cited by 32 · see citing works

Analyzing Knowledge Retrieval Impairments Associated with Alzheimer’s Disease Using Network Analyses

Zemla, J. C., & Austerweil, J. L. (2019) · Complexity · doi:10.1155/2019/4203158 · Cited by 31 · see citing works

BiLex: A computational approach to the effects of age of acquisition and language exposure on bilingual lexical access

Peñaloza, C., Grasemann, U., Dekhtyar, M., Miikkulainen, R., & Kiran, S. (2019) · Brain and Language · doi:10.1016/j.bandl.2019.104643 · Cited by 38 · see citing works

Abstract art paintings, global image properties, and verbal descriptions: An empirical and computational investigation

Hayn-Leichsenring, G. U., Kenett, Y. N., Schulz, K., & Chatterjee, A. K. (2019) · Acta Psychologica · doi:10.1016/j.actpsy.2019.102936 · Cited by 30 · see citing works

Examining the relations between semantic memory structure and creativity in second language

Fontecha, A. F., & Kenett, Y. N. (2022) · Thinking Skills and Creativity · doi:10.1016/j.tsc.2022.101067 · Cited by 27 · see citing works

Fostering creativity in science education reshapes semantic memory

Lai, C. K., Haim, E., Aschauer, W., Haim, K., & Beaty, R. E. (2024) · Thinking Skills and Creativity · doi:10.1016/j.tsc.2024.101593 · Cited by 27 · see citing works

Does bilingualism come with linguistic costs? A meta-analytic review of the bilingual lexical deficit

Bylund, E., Antfolk, J., Abrahamsson, N., Olstad, A. M. H., Norrman, G., & Lehtonen, M. (2022) · Psychonomic Bulletin & Review · doi:10.3758/s13423-022-02136-7 · Cited by 26 · see citing works

Comparing the semantic networks of children with cochlear implants and children with typical hearing: Effects of length of language access

Socher, M., Löfkvist, U., & Wass, M. (2022) · Journal of Communication Disorders · doi:10.1016/j.jcomdis.2022.106247 · Cited by 24 · see citing works

Editors' Introduction to Networks of the Mind: How Can Network Science Elucidate Our Understanding of Cognition?

Kenett, Y. N., & Hills, T. T. (2022) · Topics in Cognitive Science · doi:10.1111/tops.12598 · Cited by 24 · see citing works

Revealing the Role of Divergent Thinking and Fluid Intelligence in Children’s Semantic Memory Organization

Rastelli, C., Greco, A., & Finocchiaro, C. (2020) · Journal of Intelligence · doi:10.3390/jintelligence8040043 · Cited by 23 · see citing works

Evidence against a relation between bilingualism and creativity

Lange, K., Hopman, E. W. M., Zemla, J. C., & Austerweil, J. L. (2020) · PLoS ONE · doi:10.1371/journal.pone.0234928 · Cited by 21 · see citing works

The role of semantic memory networks in crystallized intelligence and creative thinking ability

Li, Y., Beaty, R. E., Luchini, S. A., Hu, W., & Kenett, Y. N. (2024) · Learning and Individual Differences · doi:10.1016/j.lindif.2024.102426 · Cited by 20 · see citing works

Beauty and Wellness in the Semantic Memory of the Beholder

Kenett, Y. N., Ungar, L., & Chatterjee, A. K. (2021) · Frontiers in Psychology · doi:10.3389/fpsyg.2021.696507 · Cited by 19 · see citing works

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Feng, X., & Liu, J. (2023) · Humanities and Social Sciences Communications · doi:10.1057/s41599-023-01621-1 · Cited by 19 · see citing works

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Llach, M. D. P. A., & Rubio, J. (2024) · Journal of Psycholinguistic Research · doi:10.1007/s10936-024-10059-8 · Cited by 18 · see citing works

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Wang, Y., Deng, Y., Wang, G., Li, T., Xiao, H., & Zhang, Y. (2024) · Computers in Human Behavior Artificial Humans · doi:10.1016/j.chbah.2024.100103 · Cited by 17 · see citing works

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Lin, Y., Xu, D., & Liang, J. (2021) · Frontiers in Psychology · doi:10.3389/fpsyg.2021.590399 · Cited by 16 · see citing works

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Llach, M. D. P. A. (2023) · Revista de Lingüística y Lenguas Aplicadas · doi:10.4995/rlyla.2023.18769 · Cited by 16 · see citing works

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Ding, J., Zhang, Y., Liang, P., & Li, X. (2023) · Language Cognition and Neuroscience · doi:10.1080/23273798.2023.2212819 · Cited by 15 · see citing works

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Zemla, J. C. (2022) · Frontiers in Psychology · doi:10.3389/fpsyg.2022.815860 · Cited by 14 · see citing works

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Kenett, Y. N., Beckage, N., Siew, C. S. Q., & Wulff, D. U. (2020) · Complexity · doi:10.1155/2020/6870278 · Cited by 14 · see citing works

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Zemla, J. C., & Austerweil, J. L. (2018) · doi:10.31234/osf.io/kg45r · Cited by 14 · see citing works

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Feng, X., & Liu, J. (2021) · IRAL - International Review of Applied Linguistics in Language Teaching · doi:10.1515/iral-2020-0181 · Cited by 13 · see citing works

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Neergaard, K. D., Luo, J., & Huang, C. (2019) · Scientific Reports · doi:10.1038/s41598-019-52433-w · Cited by 13 · see citing works

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Laserna, M. S.-S., & Torres, V. Á. (2024) · Revista de Lingüística y Lenguas Aplicadas · doi:10.4995/rlyla.2024.20741 · Cited by 11 · see citing works

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Samuel, G., Stella, M., Beaty, R. E., & Kenett, Y. N. (2023) · Journal of Research in Personality · doi:10.1016/j.jrp.2023.104369 · Cited by 11 · see citing works

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Lebkuecher, A. L., Cosgrove, A. L., Strober, L. B., Chiaravalloti, N. D., & Diaz, M. T. (2023) · Neuropsychology · doi:10.1037/neu0000924 · Cited by 10 · see citing works

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Amoruso, L., García, A. M., Pusil, S. A., Timofeeva, P., Quiñones, I., & Carreiras, M. (2024) · Annals of the New York Academy of Sciences · doi:10.1111/nyas.15113 · Cited by 10 · see citing works

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Navarro‐Torres, C. A., Dussias, P. E., & Kroll, J. F. (2022) · Language Cognition and Neuroscience · doi:10.1080/23273798.2022.2105915 · Cited by 10 · see citing works

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Merseal, H. M., Beaty, R. E., Kenett, Y. N., Lloyd-Cox, J., de Manzano, Ö., & Norgaard, M. (2022) · Cognition · doi:10.1016/j.cognition.2022.105362 · Cited by 10 · see citing works

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Fontecha, A. F., Catálan, R. M. J., & Ryan, J. O. (2021) · International Journal of Multilingualism · doi:10.1080/14790718.2021.2016770 · Cited by 9 · see citing works

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Suarez, M., & Beato, M. S. (2023) · PLoS ONE · doi:10.1371/journal.pone.0285747 · Cited by 9 · see citing works

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Fontecha, A. F., & Ryan, J. O. (2023) · Studies in Second Language Learning and Teaching · doi:10.14746/ssllt.28818 · Cited by 9 · see citing works

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Jończyk, R., Naranowicz, M., Dębowska-Kozłowska, K., & Bromberek-Dyzman, K. (2023) · Thinking Skills and Creativity · doi:10.1016/j.tsc.2023.101457 · Cited by 9 · see citing works

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Siew, C. S. Q. (2022) · Journal of Learning Analytics · doi:10.18608/jla.2022.7671 · Cited by 9 · see citing works

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Feng, X., & Liu, J. (2024) · Complexity · doi:10.1155/2024/8644384 · Cited by 8 · see citing works

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Miller, A. R., Jończyk, R., Zaharchuk, H. A., & van Hell, J. G. (2025) · Psychophysiology · doi:10.1111/psyp.70066 · Cited by 8 · see citing works

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Cornejo, C. T., Muñoz, N. H., & García, M. L. (2025) · Caplletra Revista Internacional de Filologia · doi:10.7203/caplletra.78.30264 · Cited by 7 · see citing works

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Pham, C. T., Castro, N. M., & Lee, J. (2025) · Frontiers in Human Neuroscience · doi:10.3389/fnhum.2025.1710907 · Cited by 7 · see citing works

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Llach, M. D. P. A., & Palapanidi, K. (2024) · Applied Psycholinguistics · doi:10.1017/s0142716424000328 · Cited by 7 · see citing works

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Muñoz, N. H., Cornejo, C. T., & López, M. (2025) · Language and Cognition · doi:10.1017/langcog.2025.10 · Cited by 6 · see citing works

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Jończyk, R., Krzysik, I., Witczak, O., Bromberek-Dyzman, K., & Thierry, G. (2024) · NeuroImage · doi:10.1016/j.neuroimage.2024.120752 · Cited by 6 · see citing works

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Falcinelli, I., Fini, C., Mazzuca, C., Alessandri, G., Alivernini, F., Baiocco, R., Chirico, A., Filosa, L., Palombi, T., Pistella, J., et al. (2024) · Computers in Human Behavior Reports · doi:10.1016/j.chbr.2024.100531 · Cited by 6 · see citing works

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Nilsson, K. B., Palmqvist, L., Ivarsson, M., Levén, A., Danielsson, H., Annell, M., Schöld, D., & Socher, M. (2021) · Big Data and Cognitive Computing · doi:10.3390/bdcc5020025 · Cited by 5 · see citing works

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Martinez, A. E., & Vitevitch, M. S. (2024) · Bilingualism Language and Cognition · doi:10.1017/s1366728924000762 · Cited by 3 · see citing works

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Siew, C. S. Q., & Castro, N. M. (2025) · Journal of Memory and Language · doi:10.1016/j.jml.2025.104619 · Cited by 3 · see citing works

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Chen, Y., & Zhou, R. (2022) · Brain Sciences · doi:10.3390/brainsci12121629 · Cited by 3 · see citing works

Remotely Close Associations: Openness to Experience and Semantic Memory StructurePreprint

Christensen, A. P. (2020) · doi:10.31237/osf.io/42wex · Cited by 3 · see citing works

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Albalawi, H. I., & Alnajashi, S. A. (2022) · Journal of Educational and Psychological Studies [JEPS] · doi:10.53543/jeps.vol16iss4pp330-342 · Cited by 2 · see citing works

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Neergaard, K. D., Zemla, J. C., de la, F. V. O.-G., Lubrini, G., Periañez, J. A., Brotóns, E. B., Lago, M. R., Crespo‐Facorro, B., & Ayesa‐Arriola, R. (2025) · Psychiatry Research · doi:10.1016/j.psychres.2025.116462 · Cited by 2 · see citing works

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Figueiredo, S. (2020) · Journal of Cognitive Education and Psychology · doi:10.1891/jcep-d-18-00033 · Cited by 2 · see citing works

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Llach, M. D. P. A. (2024) · European Journal of Applied Linguistics · doi:10.1515/eujal-2022-0045 · Cited by 1 · see citing works

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Palapanidi, K. (2025) · Educational linguistics · doi:10.1007/978-3-031-99435-7_8 · Cited by 1 · see citing works

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Calaboiça, C., Santos, A., Meira, L., Ribeiro, E., Teixeira, A. S., & Ferreira, T. B. (2026) · Cognitive Therapy and Research · doi:10.1007/s10608-026-10730-5 · Cited by 1 · see citing works

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Li, M. X., & Zhang, L. (2025) · Humanities and Social Sciences Communications · doi:10.1057/s41599-025-04723-0 · Cited by 1 · see citing works

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Muñoz, N. H. (2025) · Educational linguistics · doi:10.1007/978-3-031-99435-7_1 · Cited by 1 · see citing works

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Cornejo, C. T. (2025) · Educational linguistics · doi:10.1007/978-3-031-99435-7_7 · Cited by 1 · see citing works

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Cornejo, C. T. (2026) · Borealis – An International Journal of Hispanic Linguistics · doi:10.7557/1.15.1.8740 · Cited by 1 · see citing works

Probabilistic modeling of the semantic fluency task with extended Markov networks

López, M., Muñoz, N. H., & Cornejo, C. T. (2026) · Behavior Research Methods · doi:10.3758/s13428-026-03048-3 · Cited by 1 · see citing works

Microscopic and macroscopic approaches to the mental representations of second languages

Cai, Z. G., & Liu, H. (2017) · Behavioral and Brain Sciences · doi:10.1017/s0140525x17000334 · Cited by 1 · see citing works

Utilization of Automatized Creativity Ratings in Linguistically Diverse Populations: Automated Scores Align with Human Ratings

Dickson, D. S., Jończyk, R., Günay, E. E., van Hell, J. G., & Siddique, Z. (2024) · ASEE Annual Conference & Exposition · doi:10.18260/1-2--41126 · Cited by 1 · see citing works

Pseudo-creativity and authentic creativity differ in conceptual boundaries

Yao, Y., Runco, M. A., Mo, C., Zhang, S., Zhang, M., & Mo, L. (2025) · Thinking Skills and Creativity · doi:10.1016/j.tsc.2025.102007 · Cited by 1 · see citing works

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Novak-Geiger, V. (2020) · Colloquium New Philologies · doi:10.23963/cnp.2020.5.1.5

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Enns, R., Lemire, N., & Nicoladis, E. (2020) · Bilingual processing and acquisition · doi:10.1075/bpa.10.04enn

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Rastelli, C., Greco, A., Pisapia, N. D., & Finocchiaro, C. (2022) · doi:10.31234/osf.io/2tjhd

The Oxford handbook of the mental lexicon By AnnaPapafragou, John C.Trueswell, Lila R.Gleitman (Eds.), Oxford: Oxford University Press. 2022. 811 pages. ISBN: 9780198845003

Chen, Y., Chen, S., & Peng, Y. (2023) · International Journal of Applied Linguistics · doi:10.1111/ijal.12514

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Décaillet, M., Christensen, A. P., Besuchet, L., Huguenin-Virchaux, C., Fumeaux, C. J. F., Denervaud, S., & Schneider, J. (2024) · Research Square · doi:10.21203/rs.3.rs-4130846/v1

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Décaillet, M., Christensen, A. P., Besuchet, L., Huguenin-Virchaux, C., Fumeaux, C. J. F., Denervaud, S., & Schneider, J. (2024) · Research Square · doi:10.21203/rs.3.rs-4130846/v2

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Décaillet, M., Christensen, A. P., Besuchet, L., Huguenin-Virchaux, C., Fumeaux, C. J. F., Denervaud, S., & Schneider, J. (2025) · PLoS ONE · doi:10.1371/journal.pone.0317535

Modeling lexical attrition in L2 mental lexicon for Chinese EFL learners

Liu, J., Chen, S., & Feng, X. (2024) · The Mental Lexicon · doi:10.1075/ml.24003.liu

A network analysis of the semantic evolution of ‘fruit’ and ‘stone’ in Tibeto-Burman languages

Li, Y., & Qiu, M. (2025) · Poznań Studies in Contemporary Linguistics · doi:10.1515/psicl-2024-0024

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Llach, M. D. P. A., & Geoghegan, L. (2025) · Educational linguistics · doi:10.1007/978-3-031-99435-7_3

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史, 晓. (2025) · Advances in Psychology · doi:10.12677/ap.2025.1511595

L2 Verb Use in English Verb‐Argument Constructions: A Network Science Approach

Zhang, X. (2025) · International Journal of Applied Linguistics · doi:10.1111/ijal.70085

Word Associations and FL Proficiency Levels: Evidence from Greek Learners of Spanish

Palapanidi, K. (2025) · International Journal of Educational Innovations · doi:10.46451/ijei.260103

Estructura de las redes léxicas de género derivadas de pruebas de fluidez verbal semánticas y funcionales.

Muñoz, N. H. (2026) · Philologia hispalensis · doi:10.12795/ph.2026.v40.i01.07

Lexical–semantic networks in a native and a foreign language: a network science analysis of Spanish (L1) and German (L3) based on written verbal fluency tasks

Abad-Castro, R. I., Herrera, E., & Suárez‐Coalla, P. (2026) · International Journal of Multilingualism · doi:10.1080/14790718.2026.2641786

native speakers' lexical organization? Structure of the second language mental lexicon: how does it compare to

Zareva, A. (2009)

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Feng, X., & Liu, J. (2024) · Complexity · doi:10.1155/2024/8644384 · Cited by 8 · see citing works

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Llach, M. D. P. A., & Palapanidi, K. (2024) · Applied Psycholinguistics · doi:10.1017/s0142716424000328 · Cited by 7 · see citing works

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Llach, M. D. P. A. (2023) · Revista de Lingüística y Lenguas Aplicadas · doi:10.4995/rlyla.2023.18769 · Cited by 16 · see citing works

Modelling the bilingual lexicon as a multiplex phonological network.

Luef, E. M. (2024) · Canadian Journal of Experimental Psychology/Revue canadienne de psychologie expérimentale · doi:10.1037/cep0000351 · Cited by 2 · see citing works