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| 1998 | - | Computational simulations of the emergence of grammar - Batali | :: | 99 |
| 2001 | - | Spontaneous evolution of linguistic structure: an iterated learning model of the emergence of regularity and irregularity - Kirby | :: | 96 |
| 2001 | - | Evolution of universal grammar - Nowak,Komarova,Niyogi | :: | 90 |
| 2002 | - | Learning, Bottlenecks and the Evolution of Recursive Syntax - Kirby | :: | 86 |
| 2000 | - | Syntax without Natural Selection: How compositionality emerges from vocabulary in a population of learners - Kirby | :: | 81 |
| 1999 | - | Function, Selection and Innateness: the Emergence of Language Universals - Kirby | :: | 76 |
| 2002 | - | Natural Language from Artificial Life - Kirby | :: | 67 |
| 2002 | - | The negotiation and acquisition of recursive grammars as a result of competition among exemplars - Batali | :: | 66 |
| 2002 | - | Foundations of Language: Brain, Meaning, Grammar, Evolution - Jackendoff | :: | 59 |
| 2002 | - | The Emergence of Linguistic Structure: An overview of the Iterated Learning Model - Kirby,Hurford | :: | 58 |
| 1997 | - | Learning, culture and evolution in the origin of linguistic constraints - Kirby,Hurford | :: | 54 |
| 2002 | - | Compositional Syntax from Cultural Transmission - Brighton | :: | 53 |
| 1990 | - | Finding structure in time - Elman | :: | 49 |
| 1972 | - | Language and mind - Chomsky | :: | 42 |
| 1981 | - | Lectures on government and binding - Chomsky | :: | 37 |
| 1998 | - | Protolanguage as a holistic system for social interaction - Wray | :: | 36 |
| 2000 | - | Social transmission favours linguistic generalization - Hurford | :: | 34 |
| 2002 | - | Expression/induction models of language evolution: dimensions and issues - Hurford | :: | 31 |
| 2001 | - | The Survival of the Smallest: Stability Conditions for the Cultural Evolution of Compositional Language - Brighton,Kirby | :: | 22 |
| 1994 | - | A performance theory of order and constituency - Hawkins | :: | 21 |
| 1997 | - | Machine learning - Mitchell | :: | 21 |
| 2003 | - | Complex Systems in Language Evolution: the cultural emergence of compositional structure - Smith,Brighton,Kirby | :: | 20 |
| 1997 | - | Recursive inconsistencies are hard to learn: A connectionist perspective on universal word order correlations - Christiansen,Devlin | :: | 18 |
| 1997 | - | A Dynamical Systems Model for Language Change - Niyogi,Berwick | :: | 17 |
| 1999 | - | The meme machine - Blackmore | :: | 15 |
| 2003 | - | The Transmission of Language: models of biological and cultural evolution - Smith | :: | 15 |
| 1998 | - | Language form and language function - Newmeyer | :: | 13 |
| 1992 | - | The Greenbergian word-order correlations - Dryer | :: | 13 |
| 2002 | - | On nature and language - Chomsky | :: | 12 |
| 1988 | - | Explaining language universals - Hawkins | :: | 12 |
| 2003 | - | Simplicity as a Driving Force in Linguistic Evolution - Brighton | :: | 10 |
| 1999 | - | Compression and Adaptation - Teal,Albro,Stabler,Taylor | :: | 9 |
| 2002 | - | The physical symbol grounding problem - Vogt | :: | 9 |
| 2001 | - | Emergent syntax: the unremitting value of computational modeling for understanding the origins of complex language - Zuidema | :: | 8 |
| 2001 | - | On the Origins of Linguistic Structure: Computational models of the evolution of language - Tonkes | :: | 7 |
| 2003 | - | Iterated Learning and Grounding: From Holistic to Compositional Languages - Vogt | :: | 6 |
| 1996 | - | Rethinking innateness - Elman,Bates,Johnson,Karmiloff-Smith,Parisi,Plunkett | :: | 5 |
| 1983 | - | Optimization by simulated annealing - Kirkpatrick,Gelatt,Vecchi | :: | 3 |
| 2003 | - | Modelling Zipfian Distributions in Language - Tullo,Hurford | :: | 2 |
| 1970 | - | Central dogma of molecular biology - Crick | :: | 2 |
| 1999 | - | The talking heads experiment, vol - Steels | :: | 2 |
| 2000 | - | Explaining language change - Croft | :: | 2 |
| 2003 | - | On Computational Models of the Evolution of Music: From the Origins of Musical Taste to the Emergence of Grammars - Miranda,Kirby,Todd | :: | 1 |
| 1997 | - | Projection, heads and optimality - Grimshaw | :: | 1 |
| 2003 | - | Differential object marking: iconicity vs. economy - Aissen | :: | 1 |
| 1993 | - | Introduction to Kolmogorov complexity - Li,Vitanyi | :: | 1 |
| 2003 | - | Simulating language evolution with functional OT - Jager | :: | 1 |