Constraints on the acquisition of variation

Individual languages exhibit variation in phonological structures both within and across words. This chapter examines the constraints placed on the acquisition of these stochastic phonological patterns. Theoretical perspectives on phonological acquisition are reviewed, revealing the importance of both formal and substantive constraints in a wide variety of learning theories. Empirical studies of the acquisition of variation are then reviewed. These results provide evidence that both formal and substantive constraints are active in the acquisition of variation. The integration of substantive constraints into theories of learning is then discussed, focusing on an extension of Warker and Dell’s (2006) connectionist proposal.

[1]  James L. McClelland,et al.  Generalization with Componential Attractors: Word and Nonword Reading in an Attractor Network , 1993 .

[2]  Mark Johnson,et al.  Learning OT constraint rankings using a maximum entropy model , 2003 .

[3]  J. Roberts,et al.  Acquisition of variable rules: a study of (-t, d) deletion in preschool children , 1997, Journal of Child Language.

[4]  Ash Asudeh,et al.  Probabilistic Learning Algorithms and Optimality Theory , 2002, Linguistic Inquiry.

[5]  Carla L. Hudson Kam,et al.  Regularizing Unpredictable Variation: The Roles of Adult and Child Learners in Language Formation and Change , 2005 .

[6]  Noam Chomsky,et al.  The Sound Pattern of English , 1968 .

[7]  C. Gallistel,et al.  The Symbolic Foundations of Conditioned Behavior , 2002 .

[8]  Gregory R. Guy Explanation in variable phonology: An exponential model of morphological constraints , 1991, Language Variation and Change.

[9]  James L. McClelland,et al.  Understanding normal and impaired word reading: computational principles in quasi-regular domains. , 1996, Psychological review.

[10]  P. Boersma,et al.  Empirical Tests of the Gradual Learning Algorithm , 2001, Linguistic Inquiry.

[11]  Paul Smolensky,et al.  Typological Consequences of Local Constraint Conjunction , 2002 .

[12]  P. Boersma How we learn variation, optionality and probalility , 1997 .

[13]  Joe Pater,et al.  Non-convergence in the GLA and variation in the CDA , 2005 .

[14]  Willem J. M. Levelt,et al.  A theory of lexical access in speech production , 1999, Behavioral and Brain Sciences.

[15]  Juliette Blevins,et al.  Evolutionary Phonology: The Emergence of Sound Patterns , 2004 .

[16]  I. Erev,et al.  On adaptation, maximization, and reinforcement learning among cognitive strategies. , 2005, Psychological review.

[17]  Bruce P. Hayes,et al.  Phonetically Driven Phonology: The Role of Optimality Theory and Inductive Grounding 1 , 2008 .

[18]  Frida Morelli,et al.  The Phonotactics and Phonology of Obstruent Clusters in Optimality Theory , 1999 .

[19]  Colin Wilson,et al.  Learning Phonology With Substantive Bias: An Experimental and Computational Study of Velar Palatalization , 2006, Cogn. Sci..

[20]  Gerhard Jäger,et al.  Maximum Entropy Models and Stochastic Optimality Theory , 2003 .

[21]  Frederick J. Newmeyer,et al.  Grammar is Grammar and Usage is Usage , 2003 .

[22]  Christian Lebiere,et al.  The Cascade-Correlation Learning Architecture , 1989, NIPS.

[23]  P. Smolensky,et al.  Optimality Theory: Constraint Interaction in Generative Grammar , 2004 .

[24]  Michael C. Mozer,et al.  Mathematical Perspectives on Neural Networks , 1996 .

[25]  Gary S. Dell,et al.  Structure and Content in Language Production: A Theory of Frame Constraints in Phonological Speech Errors , 1993, Cogn. Sci..

[26]  J. Ohala The listener as a source of sound change , 2012 .

[27]  Elissa L. Newport,et al.  Novelty and regularization : the effect of novel instances on rule formation , 2005 .

[28]  M. Vitevitch,et al.  Sublexical and lexical representations in speech production: effects of phonotactic probability and onset density. , 2004, Journal of experimental psychology. Learning, memory, and cognition.

[29]  James L. McClelland,et al.  A distributed, developmental model of word recognition and naming. , 1989, Psychological review.

[30]  Gary S Dell,et al.  Speech errors reflect newly learned phonotactic constraints. , 2006, Journal of experimental psychology. Learning, memory, and cognition.

[31]  Gordon D. A. Brown,et al.  Serial Control of Phonology in Speech Production: A Hierarchical Model , 2000, Cognitive Psychology.

[32]  I. J. Myung,et al.  Tutorial on maximum likelihood estimation , 2003 .

[33]  Mark Johnson,et al.  Estimators for Stochastic “Unification-Based” Grammars , 1999, ACL.

[34]  Matthew Goldrick,et al.  Phonological features and phonotactic constraints in speech production , 2004 .

[35]  D. Shanks,et al.  A Re-examination of Probability Matching and Rational Choice , 2002 .

[36]  Matthew A Goldrick,et al.  Constraint interaction: A lingua franca for stochastic theories of language , 2007 .

[37]  Paul Smolensky,et al.  Virtual Memories and Massive Generalization in Connectionist Combinatorial Learning ; CU-CS-431-89 , 1989 .

[38]  Charles A. Ferguson From esses to aitches: identifying pathways of diachronic change , 1990 .

[39]  G. Dell,et al.  Speech errors, phonotactic constraints, and implicit learning: a study of the role of experience in language production. , 2000, Journal of experimental psychology. Learning, memory, and cognition.

[40]  E. Newport,et al.  When learners surpass their models: The acquisition of American Sign Language from inconsistent input , 2004, Cognitive Psychology.

[41]  George Houghton,et al.  Learning artificial phonotactic constraints: time course, durability, and relationship to natural constraints. , 2005, Journal of experimental psychology. Learning, memory, and cognition.

[42]  Marc F. Joanisse,et al.  EXPLORING SYLLABLE STRUCTURE IN CONNECTIONIST NETWORKS , 1999 .

[43]  J. Aldrich R.A. Fisher and the making of maximum likelihood 1912-1922 , 1997 .

[44]  G S Dell,et al.  A spreading-activation theory of retrieval in sentence production. , 1986, Psychological review.

[45]  Yves Chauvin,et al.  Backpropagation: the basic theory , 1995 .

[46]  M. Hale,et al.  Substance Abuse and Dysfunctionalism: Current Trends in Phonology , 2000, Linguistic Inquiry.

[47]  Daniel Gildea,et al.  Learning Bias and Phonological-Rule Induction , 1996, CL.