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20182026
most citedCompositional Languages Emerge in a Neural Iterated Learning Model

34 citations · 38 across the 3 of their papers we have counts for

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cs.CL2026

GlossoGen: Emergent Language in Complex Multi-Agent LLM Interactions

Elias Stengel-Eskin, Newton Sander, Carlos Bonetti +4

The growing rate at which LLM agents interact with one another raises key questions about language evolution in multi-LLM-agent settings, with implications for safety and monitorab…

cs.CL2021

Conceptual similarity and communicative need shape colexification: an experimental study

Andres Karjus, Richard A. Blythe, Simon Kirby +2

Colexification refers to the phenomenon of multiple meanings sharing one word in a language. Cross-linguistic lexification patterns have been shown to be largely predictable, as si…

cs.CL20204 cited

Communicative need modulates competition in language change

Andres Karjus, Richard A. Blythe, Simon Kirby +1

All living languages change over time. The causes for this are many, one being the emergence and borrowing of new linguistic elements. Competition between the new elements and olde…

cs.CL202034 cited

Compositional Languages Emerge in a Neural Iterated Learning Model

Yi Ren, Shangmin Guo, Matthieu Labeau +2

The principle of compositionality, which enables natural language to represent complex concepts via a structured combination of simpler ones, allows us to convey an open-ended set…

cs.CL2018

Quantifying the dynamics of topical fluctuations in language

Andres Karjus, Richard A. Blythe, Simon Kirby +1

The availability of large diachronic corpora has provided the impetus for a growing body of quantitative research on language evolution and meaning change. The central quantities i…