| 2003 | - | Constructions: a new theoretical approach to language - Goldberg | :: | 9 |
| 2003 | - | How the poverty of the stimulus solves the poverty of the stimulus - Zuidema | :: | 18 |
| 2002 | - | The Faculty of Language: What Is It, Who Has It, and How Did It Evolve? - Hauser,Chomsky,Fitch | :: | 82 |
| 2002 | - | Simplicity: A cure for overgeneralizations in language acquisition - Onnis,Roberts,Chater | :: | 2 |
| 2002 | - | Compositional Syntax from Cultural Transmission - Brighton | :: | 53 |
| 2002 | - | A simplicity principle in unsupervised human categorization - Pothos,Chater | :: | 1 |
| 2001 | - | Unsupervised Learning of the Morphology of a Natural Language - Goldsmith | :: | 3 |
| 2001 | - | Spontaneous evolution of linguistic structure: an iterated learning model of the emergence of regularity and irregularity - Kirby | :: | 96 |
| 2001 | - | A simplicity principle for language learning: re-evaluating what can be learned from positive evidence - Chater,Chater | :: | 1 |
| 2000 | - | Addressing the Learnability of Verb Subcategorizations with Bayesian Inference - Dowman | :: | 1 |
| 2000 | - | The CHILDES project: tools for analyzing talk - MacWhinney | :: | 5 |
| 2000 | - | Effects of Compression on Language Evolution - Teal,Taylor | :: | 11 |
| 1999 | - | The search for simplicity: A fundamental cognitive principle - Chater | :: | 6 |
| 1999 | - | Syntactic nuts - Culicover | :: | 2 |
| 1998 | - | The computational beauty of nature - Flake | :: | 1 |
| 1996 | - | Argument structure and learnability: Is a solution in sight - Bowerman | :: | 1 |
| 1996 | - | Reconciling simplicity and likelihood principles in perceptual organization - Chater | :: | 2 |
| 1996 | - | Goodness of visual regularities: A non-transformational approach - Van,Leeuwenberg | :: | 1 |
| 1995 | - | Adaptive learning and concrete minimalism - Culicover | :: | 1 |
| 1995 | - | The quark and the jaguar: Adventures in the simple and the complex - Gell-Mann | :: | 1 |
| 1994 | - | Bayesian Learning of Probabilistic Language Models - Stolcke | :: | 11 |
| 1993 | - | English verb classes and alternations - Levin | :: | 1 |
| 1993 | - | Generalization of regular and irregular morphological patterns - Prasada,Pinker | :: | 1 |
| 1991 | - | Towards a Theory of Cognition and Computing - Wolff | :: | 2 |
| 1990 | - | Text Compression - Bell,Cleary,Witten | :: | 2 |
| 1989 | - | Learnability and Cognition: The acquisition of Argument Structure - Pinker | :: | 22 |
| 1989 | - | Inferring decision trees using the minimum description length principle - Quinlan,Rivest | :: | 2 |
| 1989 | - | Stochastic complexity and statistical inquiry - Rissanen | :: | 3 |
| 1989 | - | Competition and Lexical Categorization - MacWhinney | :: | 4 |
| 1987 | - | Estimation and inference by compact coding - Wallace,Freeman | :: | 2 |
| 1987 | - | Stochastic complexity - Rissanen | :: | 1 |
| 1982 | - | Language acquisition, data compression and generalization - Wolff | :: | 9 |
| 1982 | - | Evaluating competing linguistic models with language acquisition data: Implications of developmental errors with causative verbs - Bowerman | :: | 2 |
| 1981 | - | The logical problem of language acquisition - Baker,McCarthy | :: | 4 |
| 1979 | - | Don't you fall me down: Children's generalizations regarding cause and transitivity - Lord | :: | 1 |
| 1979 | - | Syntactic theory and the projection problem - Baker | :: | 6 |
| 1969 | - | A study of grammatical inference - Horning | :: | 6 |
| 1967 | - | Language identification in the limit - Gold | :: | 54 |
| 1965 | - | Three approaches to the quantitative definition of information - Kolmogorov | :: | 2 |
| 1965 | - | Aspects of the theory of syntax - Chomsky | :: | 88 |
| 1957 | - | Syntactic structures - Chomsky | :: | 40 |
| 1955 | - | The Logical Structure of Linguistic Theory - Chomsky | :: | 6 |
| 1953 | - | A quantitative approach to figural goodness - Hochberg,McAlister | :: | 1 |
| 1951 | - | Prediction and entropy of printed English - Shannon | :: | 5 |
| 1949 | - | Human behavior and the principle of least effort - Zipf | :: | 13 |
| 1948 | - | A Mathematical Theory of Communication - Shannon | :: | 19 |