Simulating the evolution of language
Simulating the evolution of language
Compositional Syntax From Cultural Transmission
Artificial Life
Constructivist development of grounded construction grammars
ACL '04 Proceedings of the 42nd Annual Meeting on Association for Computational Linguistics
The emergence of compositional structures in perceptually grounded language games
Artificial Intelligence - Special volume on connecting language to the world
The emergence of compositional structures in perceptually grounded language games
Artificial Intelligence - Special volume on connecting language to the world
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This paper investigates the effect of predefining semantics in modelling the evolution of compositional languages versus allowing agents to develop these semantics in parallel with the development of language. The study is done using a multi-agent model of language evolution that is based on the Talking Heads experiment. The experiments show that when allowing a co-evolution of semantics with language, compositional languages develop faster than when the semantics are predefined, but compositionality appears more stable in the latter case. The paper concludes that conclusions drawn from simulations with predefined meanings, which most studies use, may need revision.