A co-evolutionary model of lexical meanings and composition under simplicity and accuracy pressures shows conservativity in quantifiers emerges as an efficient abstraction on the Pareto frontier.
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Heterogeneous visual agents form shared symbols via decentralized Metropolis-Hastings captioning, where encoder similarity shapes the content and symmetry of the resulting language.
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Compositionality and the lexicon in evolutionary semantics
A co-evolutionary model of lexical meanings and composition under simplicity and accuracy pressures shows conservativity in quantifiers emerges as an efficient abstraction on the Pareto frontier.