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20212026
most citedTowards Human-Agent Communication via the Information Bottleneck Principle

11 citations · 20 across the 6 of their papers we have counts for

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cs.CL2026

Agent-based imitation dynamics can yield efficiently compressed population-level vocabularies

Nathaniel Imel, Richard Futrell, Michael Franke +1

Natural languages have been argued to evolve under pressure to efficiently compress meanings into words by optimizing the Information Bottleneck (IB) complexity-accuracy tradeoff.…