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Optimal compression in human concept learning

Noisy Population Dynamics Lead to Efficiently Compressed Semantic Systems

Human-Guided Complexity-Controlled Abstractions

Evidence for a language-independent conceptual representation of pronominal referents

Generalization and Translatability in Emergent Communication via Informational Constraints

Towards Human-Agent Communication via the Information Bottleneck Principle

Teasing apart models of pragmatics using optimal reference game design

Scalable pragmatic communication via self-supervision