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It is shown that a universal prior over syntactic structures emerges from a model of human language production, in which words are progressively integrated into syntactic structure, providing a data-independent structural bias for probabilistic models, including large language models.
Despite their widespread use, the principles governing the organisation of syntactic dependency trees remain poorly understood. I analyse dependency trees from 124 typologically, genetically, and geographically diverse languages. Their topology departs systematically from randomness. Relative to uniformly sampled rando...
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