Innateness and culture in the evolution of language
Open accessAbstract
Human language arises from biological evolution, individual learning, and cultural transmission, but the interaction of these three processes has not been widely studied. We set out a formal framework for analyzing cultural transmission, which allows us to investigate how innate learning biases are related to universal properties of language. We show that cultural transmission can magnify weak biases into strong linguistic universals, undermining one of the arguments for strong innate constraints on language learning. As a consequence, the strength of innate biases can be shielded from natural selection, allowing these genes to drift. Furthermore, even when there is no natural selection, cultural transmission can produce apparent adaptations. Cultural transmission thus provides an alternative to traditional nativist and adaptationist explanations for the properties of human languages.
Integrity signals
Registry
Cites
Statistics
Claims the paper makes
Claims other papers make about this one
Each is checked against this paper’s own text: does it say what the citing paper says it does?
The effects of biases on culture tend to strengthen through repeated transmission.
“Irrespective of their origin, the effects of biases on culture tend to strengthen through repeated transmission 99,104,105 .”
From Machine culture (2023) · cites this paper as [105]
Cites
A Mathematical Theory of Communication
Shannon, C. E. (1948) · Bell System Technical Journal · doi:10.1002/j.1538-7305.1948.tb01338.x · Cited by 88,486 · see citing works
ASPECTS OF THE THEORY OF SYNTAX
Chomsky, N. (1964) · doi:10.21236/ad0616323 · Cited by 13,587 · see citing works
Foundations of statistical natural language processing
Manning, C. D., & Schütze, H. (1999) · Cited by 9,816 · see citing works
Information theory, inference, and learning algorithms
(2004) · Choice Reviews Online · doi:10.5860/choice.41-5949 · Cited by 6,535 · see citing works
Modeling by shortest data description
Rissanen, J. (1978) · Automatica · doi:10.1016/0005-1098(78)90005-5 · Cited by 6,011 · see citing works
The faculty of language: what is it, who has it, and how did it evolve?
Hauser, M. D., Chomsky, N., & Fitch, W. T. (2002) · Science · doi:10.1126/science.298.5598.1569 · Cited by 5,189 · see citing works
Information Theory, Inference, and Learning Algorithms
(2004) · Kybernetes · doi:10.1108/03684920410534506 · Cited by 4,937 · see citing works
Bayes, T. (1763) · Philosophical Transactions of the Royal Society of London · doi:10.1098/rstl.1763.0053 · Cited by 3,023 · see citing works
Natural language and natural selection
Pinker, S. A., & Bloom, P. (1990) · Behavioral and Brain Sciences · doi:10.1017/s0140525x00081061 · Cited by 2,473 · see citing works
The symbolic species: the co-evolution of language and the brain
(1997) · Choice Reviews Online · doi:10.5860/choice.35-1500 · Cited by 2,443 · see citing works
FREQUENCY ANALYSIS OF ENGLISH USAGE: LEXICON AND GRAMMAR
Francis, W. N., Kučera, H., & Mackie, A. W. (1983) · Medical Entomology and Zoology · Cited by 2,342 · see citing works
Bernardo, J. M., & Smith, A. F. M. (1994) · Wiley Series in Probability and Statistics · doi:10.1002/9780470316870 · Cited by 2,178 · see citing works
Distributions in Statistics: Continuous Multivariate Distributions.
Gokhale, D. V., Johnson, N. L., & Kotz, S. (1973) · Biometrics · doi:10.2307/2529696 · Cited by 1,612 · see citing works
Distributions in Statistics: Continuous Multivariate Distributions.
Fisk, P. R., Johnson, N. L., & Kotz, S. (1973) · Journal of the Royal Statistical Society Series A (General) · doi:10.2307/2344756 · Cited by 1,552 · see citing works
Croft, W. (2002) · Cambridge University Press eBooks · doi:10.1017/cbo9780511840579 · Cited by 1,379 · see citing works
The Symbolic Species: The Co-Evolution of Language and the Brain
Unger, J. M., & Deacon, T. W. (1998) · Modern Language Journal · doi:10.2307/329984 · Cited by 1,305 · see citing works
Burchfield, R. (1985) · Journal of English Linguistics · doi:10.1177/007542428501800107 · Cited by 1,249 · see citing works
Croft, W. (1992) · Journal of Pragmatics · doi:10.1016/0378-2166(92)90042-a · Cited by 1,201 · see citing works
A Performance Theory of Order and Constituency
Hawkins, J. A. (1995) · Cambridge University Press eBooks · doi:10.1017/cbo9780511554285 · Cited by 1,189 · see citing works
Covington, M. A. (1999) · Language · doi:10.2307/417736 · Cited by 762 · see citing works
A Probabilistic Model of Lexical and Syntactic Access and Disambiguation
Jurafsky, D. S. (1996) · Cognitive Science · doi:10.1207/s15516709cog2002_1 · Cited by 658 · see citing works
Kirby, S. (2001) · IEEE Transactions on Evolutionary Computation · doi:10.1109/4235.918430 · Cited by 544 · see citing works
Self-citationThe Emergence of Linguistic Structure: An Overview of the Iterated Learning Model
Kirby, S., & Hurford, J. R. (2002) · Springer eBooks · doi:10.1007/978-1-4471-0663-0_6 · Cited by 528 · see citing works
Self-citationSimulating the Evolution of Language
Cangelosi, A., & Parisi, D. (2002) · Springer eBooks · doi:10.1007/978-1-4471-0663-0 · Cited by 489 · see citing works
Evolution of Universal Grammar
Nowak, M. A., Komarova, N. L., & Niyogi, P. (2001) · Science · doi:10.1126/science.291.5501.114 · Cited by 449 · see citing works
Computational and evolutionary aspects of language
Nowak, M. A., Komarova, N. L., & Niyogi, P. (2002) · Nature · doi:10.1038/nature00771 · Cited by 437 · see citing works
Function, Selection, and Innateness: The Emergence of Language Universals
Kirby, S. (1999) · Cited by 367 · see citing works
Self-citationThe bayesian choice: a decision-theoretic motivation
Robert, C. P. (1994) · Springer texts in statistics · doi:10.1007/978-1-4757-4314-2 · Cited by 311 · see citing works
Croft, W. (1991) · Language · doi:10.2307/415548 · Cited by 304 · see citing works
Protolanguage as a holistic system for social interaction
Wray, A. (1998) · Language & Communication · doi:10.1016/s0271-5309(97)00033-5 · Cited by 301 · see citing works
Iterated Learning: A Framework for the Emergence of Language
Smith, K., Kirby, S., & Brighton, H. (2003) · Artificial Life · doi:10.1162/106454603322694825 · Cited by 291 · see citing works
Self-citationEvolution and Learning: The Baldwin Effect Reconsidered
Weber, B. H. F., & Depew, D. (2003) · Cited by 256 · see citing works
Function, Selection, and Innateness
Kirby, S. (1999) · doi:10.1093/oso/9780198238119.001.0001 · Cited by 227 · see citing works
Self-citationLanguage as an evolutionary system
Brighton, H., Smith, K., & Kirby, S. (2005) · Physics of Life Reviews · doi:10.1016/j.plrev.2005.06.001 · Cited by 157 · see citing works
Self-citationEvolution and learning: The Baldwin effect reconsidered
Ancel, L. W. (2004) · American Journal of Human Biology · doi:10.1002/ajhb.20035 · Cited by 132 · see citing works
Explaining Language Universals
Moravcsik, E. A. (2010) · Oxford University Press eBooks · doi:10.1093/oxfordhb/9780199281251.013.0005 · Cited by 97 · see citing works
Kirby, S., Smith, K., & Brighton, H. (2004) · Studies in Language · doi:10.1075/sl.28.3.09kir · Cited by 80 · see citing works
Self-citationA Bayesian View of Language Evolution by Iterated Learning
Griffiths, T. L., & Kalish, M. L. (2005) · eScholarship (California Digital Library) · Cited by 67 · see citing works
Self-citationHultsch, H. (1991) · Animal Behaviour · doi:10.1016/s0003-3472(05)80140-x · Cited by 60 · see citing works
Linguistic evolution through language acquisition
Briscoe, E. J. (2002) · Cited by 42 · see citing works
Grammatical acquisition and linguistic selection
Briscoe, T. (2002) · Cambridge University Press eBooks · doi:10.1017/cbo9780511486524.009 · Cited by 33 · see citing works
Flagged first, then by citations
Cited by
Sorted by citations
Fitch, W. T. (2010) · Cambridge University Press eBooks · doi:10.1017/cbo9780511817779 · Cited by 1,116 · see citing works
Language as shaped by the brain.
Christiansen, M. H., & Chater, N. (2008) · Behavioral and Brain Sciences · doi:10.1017/s0140525x08004998 · Cited by 821 · see citing works
The rise and potential of large language model based agents: a survey
Xi, Z., Chen, W., Guo, X., He, W., Ding, Y., Hong, B., Zhang, M., Wang, J., Jin, S., Zhou, E., et al. (2025) · Science China Information Sciences · doi:10.1007/s11432-024-4222-0 · Cited by 970 · see citing works
Kirby, S., Cornish, H., & Smith, K. (2008) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.0707835105 · Cited by 941 · see citing works
Self-citationCause and Effect in Biology Revisited: Is Mayr’s Proximate-Ultimate Dichotomy Still Useful?
Laland, K., Sterelny, K., Odling-Smee, J., Hoppitt, W., & Uller, T. (2011) · Science · doi:10.1126/science.1210879 · Cited by 557 · see citing works
Can Large Language Models Transform Computational Social Science?
Ziems, C., Held, W., Shaikh, O., Chen, J., Zhang, Z., & Yang, D. (2024) · Computational Linguistics · doi:10.1162/coli_a_00502 · Cited by 585 · see citing works
Evolutionary Theory and the Ultimate–Proximate Distinction in the Human Behavioral Sciences
Scott‐Phillips, T. C., Dickins, T. E., & West, S. A. (2011) · Perspectives on Psychological Science · doi:10.1177/1745691610393528 · Cited by 437 · see citing works
Gene-culture coevolution in the age of genomics
Richerson, P. J., Boyd, R., & Henrich, J. (2010) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.0914631107 · Cited by 393 · see citing works
Language Evolution by Iterated Learning With Bayesian Agents
Griffiths, T. L., & Kalish, M. L. (2007) · Cognitive Science · doi:10.1080/15326900701326576 · Cited by 387 · see citing works
Self-citationCultural Evolution: A Review of Theory, Findings and Controversies
Mesoudi, A. (2015) · Evolutionary Biology · doi:10.1007/s11692-015-9320-0 · Cited by 315 · see citing works
Iterated learning and the evolution of language
Kirby, S., Griffiths, T., & Smith, K. (2014) · Current Opinion in Neurobiology · doi:10.1016/j.conb.2014.07.014 · Cited by 313 · see citing works
Self-citationModeling the cultural evolution of language
Steels, L. (2011) · Physics of Life Reviews · doi:10.1016/j.plrev.2011.10.014 · Cited by 305 · see citing works
A tutorial introduction to Bayesian models of cognitive development
Perfors, A., Tenenbaum, J. B., Griffiths, T. L., & Xu, F. (2011) · Cognition · doi:10.1016/j.cognition.2010.11.015 · Cited by 300 · see citing works
Self-citationDingemanse, M., Torreira, F., & Enfield, N. J. (2013) · PLoS ONE · doi:10.1371/journal.pone.0078273 · Cited by 300 · see citing works
Language evolution in the laboratory
Scott‐Phillips, T. C., & Kirby, S. (2010) · Trends in Cognitive Sciences · doi:10.1016/j.tics.2010.06.006 · Cited by 298 · see citing works
Self-citationLoewenstein, J., Ocasio, W. C., & Jones, C. (2012) · Academy of Management Annals · doi:10.5465/19416520.2012.660763 · Cited by 282 · see citing works
Eliminating unpredictable variation through iterated learning
Smith, K., & Wonnacott, E. (2010) · Cognition · doi:10.1016/j.cognition.2010.06.004 · Cited by 265 · see citing works
Dediu, D., & Ladd, D. R. (2007) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.0610848104 · Cited by 257 · see citing works
Cultural evolution: implications for understanding the human language faculty and its evolution
Smith, K., & Kirby, S. (2008) · Philosophical Transactions of the Royal Society B Biological Sciences · doi:10.1098/rstb.2008.0145 · Cited by 254 · see citing works
Self-citationLanguage networks: Their structure, function, and evolution
Solé, R. V., Corominas‐Murtra, B., Valverde, S., & Steels, L. (2010) · Complexity · doi:10.1002/cplx.20305 · Cited by 249 · see citing works
Language Acquisition Meets Language Evolution
Nick Chater, A., & Christiansen, M. H. (2010) · Cognitive Science · doi:10.1111/j.1551-6709.2009.01049.x · Cited by 225 · see citing works
Productivity and Reuse in Language
O’Donnell, T. J. (2015) · The MIT Press eBooks · doi:10.7551/mitpress/9780262028844.001.0001 · Cited by 220 · see citing works
The sky is falling: evidence of a negativity bias in the social transmission of information
Bebbington, K. R., MacLeod, C., Ellison, T. M., & Fay, N. (2016) · Evolution and Human Behavior · doi:10.1016/j.evolhumbehav.2016.07.004 · Cited by 211 · see citing works
Color Perception: Objects, Constancy, and Categories
Witzel, C., & Gegenfurtner, K. R. (2018) · Annual Review of Vision Science · doi:10.1146/annurev-vision-091517-034231 · Cited by 210 · see citing works
Musical evolution in the lab exhibits rhythmic universals
Ravignani, A., Delgado, T., & Kirby, S. (2016) · Nature Human Behaviour · doi:10.1038/s41562-016-0007 · Cited by 205 · see citing works
Self-citationAcerbi, A., & Mesoudi, A. (2015) · Biology & Philosophy · doi:10.1007/s10539-015-9490-2 · Cited by 198 · see citing works
“In the same way, although they do not use the term ‘cultural attraction’, experiments and models in the Bayesian inductive reasoning or iterated learning tradition (Kirby et al. 2007; Griffiths et al. 2008) also appear to capture the kind of change envisioned by cultural attraction proponents.”
Reali, F., & Griffiths, T. L. (2009) · Cognition · doi:10.1016/j.cognition.2009.02.012 · Cited by 186 · see citing works
Self-citationHow cultural evolutionary theory can inform social psychology and vice versa.
Mesoudi, A. (2009) · Psychological Review · doi:10.1037/a0017062 · Cited by 179 · see citing works
How hierarchical is language use?
Frank, S. L., Bod, R., & Christiansen, M. H. (2012) · Proceedings of the Royal Society B Biological Sciences · doi:10.1098/rspb.2012.1741 · Cited by 178 · see citing works
The Interactive Evolution of Human Communication Systems
Fay, N., Garrod, S., Roberts, L. J., & Swoboda, N. (2010) · Cognitive Science · doi:10.1111/j.1551-6709.2009.01090.x · Cited by 176 · see citing works
Biological Foundations and Origin of Syntax
(2009) · The MIT Press eBooks · doi:10.7551/mitpress/9780262013567.001.0001 · Cited by 173 · see citing works
Modeling the emergence of universality in color naming patterns
Baronchelli, A., Gong, T., Andrea Puglisi, B., & Loreto, V. (2010) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.0908533107 · Cited by 172 · see citing works
Studying cumulative cultural evolution in the laboratory
Caldwell, C. A., & Millen, A. E. (2008) · Philosophical Transactions of the Royal Society B Biological Sciences · doi:10.1098/rstb.2008.0133 · Cited by 164 · see citing works
Four misunderstandings about cultural attraction
Scott‐Phillips, T., Blancke, S., & Heintz, C. (2018) · Evolutionary Anthropology Issues News and Reviews · doi:10.1002/evan.21716 · Cited by 158 · see citing works
The cultural evolution of language
Tamariz, M., & Kirby, S. (2015) · Current Opinion in Psychology · doi:10.1016/j.copsyc.2015.09.003 · Cited by 150 · see citing works
Self-citationRestrictions on biological adaptation in language evolution
Nick Chater, A., Reali, F., & Christiansen, M. H. (2009) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.0807191106 · Cited by 150 · see citing works
Fogarty, L., Strimling, P., & Laland, K. (2011) · Evolution; international journal of organic evolution · doi:10.1111/j.1558-5646.2011.01370.x · Cited by 105 · see citing works
Social scale and structural complexity in human languages
Nettle, D. (2012) · Philosophical Transactions of the Royal Society B Biological Sciences · doi:10.1098/rstb.2011.0216 · Cited by 143 · see citing works
Culture shapes the evolution of cognition
Thompson, B., Kirby, S., & Smith, K. (2016) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.1523631113 · Cited by 138 · see citing works
Self-citationDynamic Embeddings for Language Evolution
Rudolph, M., & Blei, D. M. (2018) · International World Wide Web Conference (WWW) · doi:10.1145/3178876.3185999 · Cited by 134 · see citing works
The Emergence of Social Norms and Conventions
Hawkins, R. X. D., Goodman, N. D., & Goldstone, R. L. (2018) · Trends in Cognitive Sciences · doi:10.1016/j.tics.2018.11.003 · Cited by 134 · see citing works
Brinkmann, L., Baumann, F., Bonnefon, J.-F., Derex, M., Müller, T. F., Nussberger, A.-M., Czaplicka, A., Acerbi, A., Griffiths, T. L., Henrich, J., et al. (2023) · Nature Human Behaviour · doi:10.1038/s41562-023-01742-2 · Cited by 132 · see citing works
Self-citationTheoretical and empirical evidence for the impact of inductive biases on cultural evolution
Griffiths, T. L., Kalish, M. L., & Lewandowsky, S. (2008) · Philosophical Transactions of the Royal Society B: Biological Sciences · doi:10.1098/rstb.2008.0146 · Cited by 131 · see citing works
Self-citationCulture and biology in the origins of linguistic structure
Kirby, S. (2017) · Psychonomic Bulletin & Review · doi:10.3758/s13423-016-1166-7 · Cited by 129 · see citing works
Self-citationVerhoef, T., Kirby, S., & de Boer, B. (2014) · Journal of Phonetics · doi:10.1016/j.wocn.2014.02.005 · Cited by 125 · see citing works
Self-citationAdaptive Communication: Languages with More Non-Native Speakers Tend to Have Fewer Word Forms
Bentz, C., Verkerk, A., Kiela, D., Hill, F., & Buttery, P. J. (2015) · PLoS ONE · doi:10.1371/journal.pone.0128254 · Cited by 120 · see citing works
Evolution and impact of bias in human and machine learning algorithm interaction
Sun, W., Nasraoui, O., & Shafto, P. (2020) · PLOS ONE · doi:10.1371/journal.pone.0235502 · Cited by 116 · see citing works
Language evolution and climate: the case of desiccation and tone
Everett, C., Blasi, D. E., & Roberts, S. G. (2016) · Journal of Language Evolution · doi:10.1093/jole/lzv004 · Cited by 115 · see citing works
Universal cognitive mechanisms explain the cultural success of bloodletting
Miton, H., Claidière, N., & Mercier, H. (2015) · Evolution and Human Behavior · doi:10.1016/j.evolhumbehav.2015.01.003 · Cited by 113 · see citing works
Words as alleles: connecting language evolution with Bayesian learners to models of genetic drift
Reali, F., & Griffiths, T. L. (2009) · Proceedings of the Royal Society B Biological Sciences · doi:10.1098/rspb.2009.1513 · Cited by 112 · see citing works
Self-citationCulture: Copying, Compression, and Conventionality
Tamariz, M., & Kirby, S. (2014) · Cognitive Science · doi:10.1111/cogs.12144 · Cited by 110 · see citing works
Self-citationSelf domestication and the evolution of language
Thomas, J., & Kirby, S. (2018) · Biology & Philosophy · doi:10.1007/s10539-018-9612-8 · Cited by 108 · see citing works
Self-citationCan iterated learning explain the emergence of graphical symbols?
Garrod, S., Fay, N., Rogers, S., Walker, B., & Swoboda, N. (2010) · Interaction Studies Social Behaviour and Communication in Biological and Artificial Systems · doi:10.1075/is.11.1.04gar · Cited by 105 · see citing works
Why only us: Recent questions and answers
Berwick, R. C., & Chomsky, N. (2017) · Journal of Neurolinguistics · doi:10.1016/j.jneuroling.2016.12.002 · Cited by 102 · see citing works
A World Unto Itself: Human Communication as Active Inference
Vasil, J., Badcock, P. B., Constant, A., Friston, K. J., & Ramstead, M. J. D. (2020) · Frontiers in Psychology · doi:10.3389/fpsyg.2020.00417 · Cited by 101 · see citing works
The fitness and functionality of culturally evolved communication systems
Fay, N., Garrod, S., & Roberts, L. J. (2008) · Philosophical Transactions of the Royal Society B Biological Sciences · doi:10.1098/rstb.2008.0130 · Cited by 100 · see citing works
Abstract knowledge versus direct experience in processing of binomial expressions
Morgan, E., & Lévy, R. (2016) · Cognition · doi:10.1016/j.cognition.2016.09.011 · Cited by 98 · see citing works
The Transmission of Genes and Culture: A Questionable Analogy
Claidière, N., & André, J. (2011) · Evolutionary Biology · doi:10.1007/s11692-011-9141-8 · Cited by 97 · see citing works
Three decades of cultural evolution in Savannah sparrow songs
Williams, H., Levin, I. I., Norris, D. R., Newman, A. E. M., & Wheelwright, N. T. (2012) · Animal Behaviour · doi:10.1016/j.anbehav.2012.10.028 · Cited by 97 · see citing works
Misconceptions About Colour Categories
Witzel, C. (2018) · Review of Philosophy and Psychology · doi:10.1007/s13164-018-0404-5 · Cited by 92 · see citing works
Simplicity and Specificity in Language: Domain-General Biases Have Domain-Specific Effects
Culbertson, J., & Kirby, S. (2016) · Frontiers in Psychology · doi:10.3389/fpsyg.2015.01964 · Cited by 88 · see citing works
Self-citationCaldwell, C. A., & Smith, K. (2012) · PLoS ONE · doi:10.1371/journal.pone.0043807 · Cited by 87 · see citing works
Nölle, J., & Galantucci, B. (2022) · Routledge eBooks · doi:10.4324/9781003051817-6 · Cited by 84 · see citing works
The selective advantage of body-part terms
Dingemanse, M. (2009) · Journal of Pragmatics · doi:10.1016/j.pragma.2008.11.008 · Cited by 79 · see citing works
Language learning, language use and the evolution of linguistic variation
Smith, K., Perfors, A., Fehér, O., Samara, A., Swoboda, K., & Wonnacott, E. (2016) · Philosophical Transactions of the Royal Society B Biological Sciences · doi:10.1098/rstb.2016.0051 · Cited by 79 · see citing works
Nölle, J., Staib, M., Fusaroli, R., & Tylén, K. (2018) · Cognition · doi:10.1016/j.cognition.2018.08.014 · Cited by 77 · see citing works
The origins of language in teaching
Laland, K. N. (2016) · Psychonomic Bulletin & Review · doi:10.3758/s13423-016-1077-7 · Cited by 76 · see citing works
Experimental Studies on the Cultural Evolution of Language
Tamariz, M. (2016) · Annual Review of Linguistics · doi:10.1146/annurev-linguistics-011516-033807 · Cited by 76 · see citing works
Kumar, V. C., & Campbell, R. (2022) · doi:10.1093/oso/9780197600122.001.0001 · Cited by 75 · see citing works
Language Reflects “Core” Cognition: A New Theory About the Origin of Cross‐Linguistic Regularities
Strickland, B. (2016) · Cognitive Science · doi:10.1111/cogs.12332 · Cited by 75 · see citing works
Dediu, D. (2010) · Proceedings of the Royal Society B Biological Sciences · doi:10.1098/rspb.2010.1595 · Cited by 74 · see citing works
Modeling the Emergence of Lexicons in Homesign Systems
Richie, R., Yang, C. D., & Coppola, M. (2014) · Topics in Cognitive Science · doi:10.1111/tops.12076 · Cited by 73 · see citing works
Unity and diversity in human language
Fitch, W. T. (2011) · Philosophical Transactions of the Royal Society B Biological Sciences · doi:10.1098/rstb.2010.0223 · Cited by 73 · see citing works
Using Category Structures to Test Iterated Learning as a Method for Identifying Inductive Biases
Griffiths, T. L., Christian, B., & Kalish, M. L. (2008) · Cognitive Science · doi:10.1080/03640210701801974 · Cited by 70 · see citing works
Self-citationDediu, D., Janssen, R., & Moisik, S. (2017) · Language & Communication · doi:10.1016/j.langcom.2016.10.002 · Cited by 63 · see citing works
Rage against the machine: Evaluation metrics in the 21st century
Yang, C. D. (2017) · Language Acquisition · doi:10.1080/10489223.2016.1274318 · Cited by 69 · see citing works
Cultural transmission results in convergence towards colour term universals
Xu, J., Dowman, M., & Griffiths, T. L. (2013) · Proceedings of the Royal Society B Biological Sciences · doi:10.1098/rspb.2012.3073 · Cited by 69 · see citing works
Self-citationHuman cumulative culture in the laboratory: Effects of (micro) population size
Caldwell, C. A., & Millen, A. E. (2010) · Learning & Behavior · doi:10.3758/lb.38.3.310 · Cited by 68 · see citing works
Lewandowsky, S., Griffiths, T. L., & Kalish, M. L. (2009) · Cognitive Science · doi:10.1111/j.1551-6709.2009.01045.x · Cited by 68 · see citing works
Self-citationThe cognitive roots of regularization in language
Ferdinand, V., Kirby, S., & Smith, K. (2018) · Cognition · doi:10.1016/j.cognition.2018.12.002 · Cited by 66 · see citing works
Self-citationLANGUAGE DYNAMICS IN STRUCTURED FORM AND MEANING SPACES
de Boer, B., & Verhoef, T. (2012) · Advances in Complex Systems · doi:10.1142/s0219525911500214 · Cited by 61 · see citing works
Fitch, W. T. (2007) · Nature · doi:10.1038/449665a · Cited by 58 · see citing works
Predictability of meaning in grammatical encoding: Optional plural marking
Kurumada, C., & Grimm, S. (2019) · Cognition · doi:10.1016/j.cognition.2019.04.022 · Cited by 56 · see citing works
Raviv, L., Kloots, M. D. H., & Meyer, A. (2021) · Cognition · doi:10.1016/j.cognition.2021.104620 · Cited by 26 · see citing works
Grammar came later: Triality of patterning and the gradual evolution of language
Everett, D. L. (2016) · Journal of Neurolinguistics · doi:10.1016/j.jneuroling.2016.11.001 · Cited by 54 · see citing works
Articulatory capacity of Neanderthals, a very recent and human-like fossil hominin
Barney, A. M., Martelli, S. A., Serrurier, A., & Steele, J. (2011) · Philosophical Transactions of the Royal Society B Biological Sciences · doi:10.1098/rstb.2011.0259 · Cited by 54 · see citing works
The origin of symbolic behavior of Middle Palaeolithic humans: Recent controversies
Burdukiewicz, J. M. (2013) · Quaternary International · doi:10.1016/j.quaint.2013.08.042 · Cited by 53 · see citing works
Iconicity and the Emergence of Combinatorial Structure in Language
Verhoef, T., Kirby, S., & de Boer, B. (2015) · Cognitive Science · doi:10.1111/cogs.12326 · Cited by 53 · see citing works
Self-citationWhale song shows language-like statistical structure
Arnon, I., Kirby, S., Allen, J., Garrigue, C., Carroll, E. L., & Garland, E. C. (2025) · Science · doi:10.1126/science.adq7055 · Cited by 48 · see citing works
Self-citationDediu, D. (2011) · Human Biology · doi:10.1353/hub.2011.a438024 · Cited by 47 · see citing works
Argumentation and the diffusion of counter-intuitive beliefs.
Claidière, N., Trouche, E., & Mercier, H. (2017) · Journal of Experimental Psychology General · doi:10.1037/xge0000323 · Cited by 47 · see citing works
Languages and Genes: Reflections on Biolinguistics and the Nature-Nurture Question
Ladd, D. R., Dediu, D., & Kinsella, A. R. (2008) · Biolinguistics · doi:10.5964/bioling.8625 · Cited by 46 · see citing works
Steele, J., & Uomini, N. (2009) · Cambridge Archaeological Journal · doi:10.1017/s0959774309000067 · Cited by 46 · see citing works
Raviv, L., & Arnon, I. (2018) · Cognition · doi:10.1016/j.cognition.2018.08.011 · Cited by 33 · see citing works
Social Structure and Language Structure: the New Nomothetic Approach
Roberts, S. G., & Winters, J. (2012) · Psychology of Language and Communication · doi:10.2478/v10057-012-0008-6 · Cited by 44 · see citing works
The emergence of linguistic structure in an online iterated learning task
Beckner, C., Pierrehumbert, J. B., & Hay, J. B. (2017) · Journal of Language Evolution · doi:10.1093/jole/lzx001 · Cited by 44 · see citing works
Dynamic Language Models for Continuously Evolving Content
Hombaiah, S. A., Chen, T., Zhang, M., Bendersky, M., & Najork, M. (2021) · ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD) · doi:10.1145/3447548.3467162 · Cited by 43 · see citing works
Computational Modeling of Learning Biases in Stress Typology
Staubs, R. (2021) · doi:10.7275/6042190.0 · Cited by 42 · see citing works
Adult Learning and Language Simplification
Atkinson, M., Smith, K., & Kirby, S. (2018) · Cognitive Science · doi:10.1111/cogs.12686 · Cited by 42 · see citing works
Self-citationLanguage as shaped by the environment: linguistic construal in a collaborative spatial task
Nölle, J., Fusaroli, R., Mills, G. J., & Tylén, K. (2020) · Humanities and Social Sciences Communications · doi:10.1057/s41599-020-0404-9 · Cited by 41 · see citing works
- Authors
- Kirby, S., Dowman, M., & Griffiths, T. L.
- Affiliations
- University of Edinburgh (GB)
- The University of Tokyo (JP)
- University of California, Berkeley (US)
- Venue
- Proceedings of the National Academy of Sciences
- Publisher
- National Academy of Sciences
- Published
- 2007-03-20
- Volume
- 104
- Issue
- 12
- Pages
- 5241-5245
- ISSN
- 0027-8424 (ISSN-L)
- 1091-6490
- PMC
- PMC1829293
- OpenAlex
- W2106731506
- Cited by
- 442
- References
- 41
- Citations by year
- 2026: 16 · 2025: 15 · 2024: 13 · 2023: 31 · 2022: 32 · 2021: 37 · 2020: 17 · 2019: 15 · 2018: 36 · 2017: 16 · 2016: 29 · 2015: 20 · 2014: 14 · 2013: 26 · 2012: 16
- FWCI
- 590.18
- Type
- journal article
- Language
- en
- Open access
- green
- www.ncbi.nlm.nih.gov
- Locations
- Proceedings of the National Academy of Sciences (publishedVersion)
- PubMed Central (publishedVersion)
- PubMed (publishedVersion)
- Funders
- National Science Foundation (0544708)
- Economic and Social Research Council
- Japan Society for the Promotion of Science
- Topics
- Social Sciences › Cultural Studies › Language and cultural evolution
- Social Sciences › Arts and Humanities › Language and Linguistics › Syntax, Semantics, Linguistic Variation
- Social Sciences › Psychology › Developmental and Educational Psychology › Language Development and Disorders
- Keywords
- cultural transmission, language evolution, innateness, language universals, natural selection, genetic drift, language learning, nativism, adaptationism, formal framework
- MeSH terms
- Culture, Biological Evolution, Humans, Language, Learning
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
Are you an author, or do you see a problem with this page? Request a review