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cs.CL2023★ 12 cited
What makes a language easy to deep-learn? Deep neural networks and humans similarly benefit from compositional structure
Lukas Galke, Yoav Ram, Limor Raviv
Deep neural networks drive the success of natural language processing. A fundamental property of language is its compositional structure, allowing humans to systematically produce…
cs.CL2022★ 4 cited
Emergent Communication for Understanding Human Language Evolution: What's Missing?
Lukas Galke, Yoav Ram, Limor Raviv
Emergent communication protocols among humans and artificial neural network agents do not yet share the same properties and show some critical mismatches in results. We describe th…