Abstract
This paper presents computer simulations which investigate the effect that different group sizes have on the emergence of compositional structures in languages. The simulations are based on a model that integrates the language game model with the iterated learning model. The simulations show that compositional structures tend to emerge more extensively for larger groups, which has a positive effect on the time in which the languages develop and on communicative success, which may even have an optimal group size. A mathematical analysis of the time of convergence is presented that provides an approximate explanation of the results. The paper concludes that increasing group sizes among humans could not only have triggered the origins of language, but also facilitated the evolution of more complex languages.
This research was supported by the Netherlands Organization for Scientific Research (NWO) through a VENI grant. Many thanks to Bart de Boer and Antal van den Bosch for their invaluable comments on an earlier version of this paper.
Access this chapter
Tax calculation will be finalised at checkout
Purchases are for personal use only
Preview
Unable to display preview. Download preview PDF.
References
Dunbar, R.: Grooming, Gossip, and the Evolution of Language. Harvard University Press (1998)
McComb, K., Semple, S.: Coevolution of vocal communication and sociality in primates. Biology Letters 1(4), 381–385 (2005)
Freeberg, T.: Social complexity can drive vocal complexity: Group size influences vocal information in carolina chickadees. Psychological Science 17, 557 (2006)
Lively, S., Logan, J., Pisoni, D.: Training Japanese listeners to identify English/r/and/l/. II: The role of phonetic environment and talker variability in learning new perceptual categories. The Journal of the Acoustical Society of America 94, 1242 (1993)
Ragir, S.: Constraints on communities with indigenous sign languages: Clues to the dynamics of language genesis. In: Wray, A. (ed.) The Transition to Language, Oxford University Press, Oxford (2002)
Kirby, S.: Spontaneous evolution of linguistic structure: an iterated learning model of the emergence of regularity and irregularity. IEEE Transactions on Evolutionary Computation 5(2), 102–110 (2001)
Kirby, S., Dowman, M., Griffiths, T.: Innateness and culture in the evolution of language. Proceedings of the National Academy of Sciences 104(12), 5241–5245 (2007)
Cavalli-Sforza, L.L., Feldman, M.W.: Cultural Transmission and Evolution: A quantitative approach. Princeton University Press, Princeton (1981)
Vogt, P.: On the acquisition and evolution of compositional languages: Sparse input and the productive creativity of children. Adaptive Behavior 13(4), 325–346 (2005)
Steels, L.: The synthetic modeling of language origins. Evolution of Communication 1(1), 1–34 (1997)
Vogt, P.: Cumulative cultural evolution: Can we ever learn more? In: Nolfi, S., Baldassarre, G., Calabretta, R., Hallam, J.C.T., Marocco, D., Meyer, J.-A., Miglino, O., Parisi, D. (eds.) SAB 2006. LNCS (LNAI), vol. 4095, Springer, Heidelberg (2006)
Vogt, P.: The emergence of compositional structures in perceptually grounded language games. Artificial Intelligence 167(1–2), 206–242 (2005)
Tomasello, M.: Constructing a Language: A Usage-Based Theory of Language Acquisition. Harvard University Press (2003)
Kaplan, F.: Simple models of distributed co-ordination. Connection Science 17(3-4), 249–270 (2005)
Baronchelli, A., Felici, M., Caglioti, E., Loreto, V., Steels, L.: Sharp transition towards shared lexicon in multi-agent systems. Journal of Statistical Mechanics P06014 (2006)
Author information
Authors and Affiliations
Editor information
Rights and permissions
Copyright information
© 2007 Springer-Verlag Berlin Heidelberg
About this paper
Cite this paper
Vogt, P. (2007). Group Size Effects on the Emergence of Compositional Structures in Language. In: Almeida e Costa, F., Rocha, L.M., Costa, E., Harvey, I., Coutinho, A. (eds) Advances in Artificial Life. ECAL 2007. Lecture Notes in Computer Science(), vol 4648. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-540-74913-4_41
Download citation
DOI: https://doi.org/10.1007/978-3-540-74913-4_41
Publisher Name: Springer, Berlin, Heidelberg
Print ISBN: 978-3-540-74912-7
Online ISBN: 978-3-540-74913-4
eBook Packages: Computer ScienceComputer Science (R0)