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We formulate a stochastic process, FiLex, as a mathematical model of lexicon entropy in deep learning-based emergent language systems.
Capacity, Bandwidth, and Compositionality in Emergent Language Learning
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Entropy minimization in emergent languages
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Communicating artificial neural networks develop efficient color-naming systems
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Quantifying Cognitive Factors in Lexical Decline
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Expressivity of Emergent Languages is a Trade-off between Contextual Complexity and Unpredictability
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On the role of population heterogeneity in emergent communication
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