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Compositional Languages Emerge in a Neural Iterated Learning Model
10 references·7 citing·46 second hop
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References

  • 1970Convention: A Philosophical Study.3,121 cited
  • 2015Compression and communication in the cultural evolution of linguistic structure556 cited
  • 2002The Emergence of Linguistic Structure: An Overview of the Iterated Learning Model533 cited
  • 2014Iterated learning and the evolution of language313 cited
  • 2017Emergence of Grounded Compositional Language in Multi-Agent Populations190 cited
  • 2017Natural Language Does Not Emerge ‘Naturally’ in Multi-Agent Dialog164 cited
  • 2002Compositional Syntax From Cultural Transmission150 cited
  • 2016The Cultural Evolution of Structured Languages in an Open‐Ended, Continuous World73 cited
  • 2006Understanding Linguistic Evolution by Visualizing the Emergence of Topographic Mappings61 cited
  • 2018Compositional Obverter Communication Learning From Raw Visual Input49 cited

Cited by

  • 2022What Artificial Neural Networks Can Tell Us about Human Language Acquisition111 cited
  • 2021Catalytic Role Of Noise And Necessity Of Inductive Biases In The Emergence Of Compositional Communication23 cited
  • 2023Metropolis-Hastings algorithm in joint-attention naming game: experimental semiotics study15 cited
  • 2021The Emergence of the Shape Bias Results from Communicative Efficiency15 cited

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  • 2021Learning to Draw: Emergent Communication through Sketching12 cited
  • 2025Emergent language: a survey and taxonomy11 cited
  • 2021Monotone Quantifiers Emerge via Iterated Learning11 cited