Reliable Detection and Quantification of Selective Forces in Language Change

Language change is a cultural evolutionary process in which variants of linguistic variables change in frequency through processes analogous to mutation, selection and genetic drift. In this work, we apply a recently-introduced method to corpus data to quantify the strength of selection in specific instances of historical language change. We first demonstrate, in the context of English irregular verbs, that this method is more reliable and interpretable than similar methods that have previously been applied. We further extend this study to demonstrate that a bias towards phonological simplicity overrides that favouring grammatical simplicity when these are in conflict. Finally, with reference to Spanish spelling reforms, we show that the method can also detect points in time at which selection strengths change, a feature that is generically expected for socially-motivated language change. Together, these results indicate how hypotheses for mechanisms of language change can be tested quantitatively using historical corpus data.

[1]  R. Blythe,et al.  Self-contained Beta-with-Spikes approximation for inference under a Wright–Fisher model , 2023, Genetics.

[2]  R. Vosters,et al.  Language Standardization ‘from Above’ , 2021, The Cambridge Handbook of Language Standardization.

[3]  W. Bruce Croft,et al.  How individuals change language , 2021, PloS one.

[4]  Mike Kestemont,et al.  Classifying evolutionary forces in language change using neural networks , 2020, Evolutionary Human Sciences.

[5]  Anne Kandler,et al.  Cultural linkage: the influence of package transmission on cultural dynamics , 2019, Proceedings of the Royal Society B.

[6]  Robert L. Wolpert,et al.  Statistical Inference , 2019, Encyclopedia of Social Network Analysis and Mining.

[7]  M. Enquist,et al.  A systems approach to cultural evolution , 2019, Palgrave Communications.

[8]  Cyriel Paris,et al.  Inference of Selection from Genetic Time Series Using Various Parametric Approximations to the Wright-Fisher Model , 2019, G3: Genes, Genomes, Genetics.

[9]  Simon Kirby,et al.  Challenges in detecting evolutionary forces in language change using diachronic corpora , 2018, Glossa: a journal of general linguistics.

[10]  Lucas Lacasa,et al.  The dynamics of norm change in the cultural evolution of language , 2018, Proceedings of the National Academy of Sciences.

[11]  Henri Kauhanen,et al.  Deriving the Constant Rate Effect , 2018 .

[12]  S. Kousta Understanding language change , 2017, Nature Human Behaviour.

[13]  Helen Sims-Williams,et al.  Analogical Levelling and Optimisation: The Treatment of Pointless Lexical Allomorphy in Greek , 2016 .

[14]  Maria Simonsen,et al.  Statistical Inference in the Wright–Fisher Model Using Allele Frequency Data , 2016, Systematic biology.

[15]  Robin Clark,et al.  Detecting evolutionary forces in language change , 2016, Nature.

[16]  A. Hobolth,et al.  Inference Under a Wright-Fisher Model Using an Accurate Beta Approximation , 2015, Genetics.

[17]  Simon J. Greenhill,et al.  Rate of language evolution is affected by population size , 2015, Proceedings of the National Academy of Sciences.

[18]  Christopher M. Danforth,et al.  Characterizing the Google Books Corpus: Strong Limits to Inferences of Socio-Cultural and Linguistic Evolution , 2015, PloS one.

[19]  J. Rudanko,et al.  Null objects and sentential complements, with evidence from the Corpus of Historical American English , 2014 .

[20]  Claudio Castellano,et al.  Internal and External Dynamics in Language: Evidence from Verb Regularity in a Historical Corpus of English , 2014, PloS one.

[21]  R. Alexander Bentley,et al.  Biases in cultural transmission shape the turnover of popular traits , 2014 .

[22]  S. Shennan,et al.  A non-equilibrium neutral model for analysing cultural change. , 2013, Journal of theoretical biology.

[23]  J. Plotkin,et al.  Identifying Signatures of Selection in Genetic Time Series , 2013, Genetics.

[24]  Lieselotte Anderwald Variable Past-Tense Forms in Nineteenth-Century American English: Linking Normative Grammars and Language Change , 2012 .

[25]  Anja Voeste,et al.  Orthographies in Early Modern Europe , 2012 .

[26]  J. M. Hernández-Campoy,et al.  The Handbook of Historical Sociolinguistics , 2012 .

[27]  Sali A. Tagliamonte,et al.  Variationist Sociolinguistics: Change, Observation, Interpretation , 2011 .

[28]  Richard A. Blythe,et al.  Neutral Evolution: a Null Model for Language Dynamics , 2011, Adv. Complex Syst..

[29]  Erez Lieberman Aiden,et al.  Quantitative Analysis of Culture Using Millions of Digitized Books , 2010, Science.

[30]  James A. Walker,et al.  Variation in Linguistic Systems , 2010 .

[31]  James Steele,et al.  Ceramic diversity, random copying, and tests for selectivity in ceramic production , 2010 .

[32]  Thomas L Griffiths,et al.  Words as alleles: connecting language evolution with Bayesian learners to models of genetic drift , 2010, Proceedings of the Royal Society B: Biological Sciences.

[33]  M. Pagel Human language as a culturally transmitted replicator , 2009, Nature Reviews Genetics.

[34]  Erez Lieberman,et al.  Quantifying the evolutionary dynamics of language , 2007, Nature.

[35]  Christian Schulze,et al.  Do Language Change Rates Depend on Population Size? , 2007, Adv. Complex Syst..

[36]  Guillaume Segerer,et al.  Similar Place Avoidance: A statistical universal , 2007 .

[37]  Joan L. Bybee,et al.  Frequency of Use and the Organization of Language , 2006 .

[38]  W. Bruce Croft,et al.  Utterance selection model of language change. , 2005, Physical review. E, Statistical, nonlinear, and soft matter physics.

[39]  Quentin D Atkinson,et al.  Curious parallels and curious connections--phylogenetic thinking in biology and historical linguistics. , 2005, Systematic biology.

[40]  Janet B. Pierrehumbert,et al.  Similarity Avoidance and the OCP , 2004 .

[41]  Matthew W. Hahn,et al.  Drift as a mechanism for cultural change: an example from baby names , 2003, Proceedings of the Royal Society of London. Series B: Biological Sciences.

[42]  Charles D. Yang Grammar Competition and Language Change , 2002 .

[43]  Joan Bybee Phonology and Language Use , 2001, Phonetica.

[44]  T. Severini Likelihood Methods in Statistics , 2001 .

[45]  Bruce Hayes,et al.  Phonetically Driven Phonology , 1999 .

[46]  A Prince,et al.  Optimality: From Neural Networks to Universal Grammar , 1997, Science.

[47]  W. Bruce Croft On language change: The invisible hand in language , 1997 .

[48]  Joan L. Bybee,et al.  Regular morphology and the lexicon. , 1995 .

[49]  J. Aitchinson The crosslinguistic study of sentence processing , 1993, Journal of Child Language.

[50]  Steven Pinker,et al.  Generalisation of regular and irregular morphological patterns , 1993 .

[51]  A. Kroch Reflexes of grammar in patterns of language change , 1989, Language Variation and Change.

[52]  John Haiman,et al.  Iconic and Economic Motivation , 1983 .

[53]  Joan Rubin,et al.  Language planning processes , 1977 .

[54]  M. Kimura,et al.  An introduction to population genetics theory , 1971 .

[55]  Edward Sapir,et al.  Language: An Introduction to the Study of Speech , 1955 .

[56]  R. Punnett,et al.  The Genetical Theory of Natural Selection , 1930, Nature.

[57]  Mario Baum,et al.  Culture And The Evolutionary Process , 2016 .

[58]  Anne Kandler,et al.  Inferring learning strategies from cultural frequency data , 2015 .

[59]  Heng Tao Shen,et al.  Principal Component Analysis , 2009, Encyclopedia of Biometrics.

[60]  J. Hawkins Efficiency and complexity in grammars , 2004 .

[61]  F. Hult Salikoko S. Mufwene. The Ecology of Language Evolution , 2004 .

[62]  David Lightfoot,et al.  Explaining language change: an evolutionary approach , 2002 .

[63]  Charles D. Ya Internal and external forces in language change , 2001 .

[64]  S. Mufwene The ecology of language evolution , 2001 .

[65]  W. A. Taylor Change-Point Analysis : A Powerful New Tool For Detecting Changes , 2000 .

[66]  S. Kirby,et al.  Competing motivations and emergence: Explaining implicational hierarchies , 1997 .

[67]  C. R. Grontkowski Science as a process: An evolutionary account of the social and conceptual development of science , 1992 .

[68]  B. MacWhinney,et al.  Functionalism and the competition model , 1989 .

[69]  J. McCarthy OCP effects: Gemination and antigemination , 1986 .

[70]  M. Feldman,et al.  Cultural transmission and evolution: a quantitative approach. , 1981, Monographs in population biology.

[71]  George Kingsley Zipf,et al.  Human behavior and the principle of least effort , 1949 .

[72]  S. Wright,et al.  Evolution in Mendelian Populations. , 1931, Genetics.