A computational theory of human linguistic processing: memory limitations and processing breakdown
A computational theory of human linguistic processing: memory limitations and processing breakdown
The computational analysis of the syntax and interpretation of free word order in Turkish
The computational analysis of the syntax and interpretation of free word order in Turkish
Constraint-based Categorial Grammar
ACL '94 Proceedings of the 32nd annual meeting on Association for Computational Linguistics
A Markov language learning model for finite parameter spaces
ACL '94 Proceedings of the 32nd annual meeting on Association for Computational Linguistics
Neural Network Agents for Learning Semantic Text Classification
Information Retrieval
ECAL '99 Proceedings of the 5th European Conference on Advances in Artificial Life
Evolving distributed representations for language with self-organizing maps
EELC'06 Proceedings of the Third international conference on Emergence and Evolution of Linguistic Communication: symbol Grounding and Beyond
Lexicon convergence in a population with and without metacommunication
EELC'06 Proceedings of the Third international conference on Emergence and Evolution of Linguistic Communication: symbol Grounding and Beyond
Concurrent acquisition of word meaning and lexical categories
EMNLP-CoNLL '12 Proceedings of the 2012 Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning
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A new account of parameter setting during grammatical acquisition is presented in terms of Generalized Categorial Grammar embedded in a default inheritance hierarchy, providing a natural partial ordering on the setting of parameters. Experiments show that several expermentally effective learners can be defined in this framework. Evolutionary simulations suggest that a learner with default initial settings for parameters will emerge, provided that learning is memory limited and the environment of linguistic adaptation contains an appropriate language.