Memory limitations are hidden in grammar

August 19, 2019 ยท Declared Dead ยท ๐Ÿ› Glottometrics

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Authors Carlos Gรณmez-Rodrรญguez, Morten H. Christiansen, Ramon Ferrer-i-Cancho arXiv ID 1908.06629 Category cs.CL: Computation & Language Cross-listed cs.DM Citations 17 Venue Glottometrics Last Checked 4 months ago
Abstract
The ability to produce and understand an unlimited number of different sentences is a hallmark of human language. Linguists have sought to define the essence of this generative capacity using formal grammars that describe the syntactic dependencies between constituents, independent of the computational limitations of the human brain. Here, we evaluate this independence assumption by sampling sentences uniformly from the space of possible syntactic structures. We find that the average dependency distance between syntactically related words, a proxy for memory limitations, is less than expected by chance in a collection of state-of-the-art classes of dependency grammars. Our findings indicate that memory limitations have permeated grammatical descriptions, suggesting that it may be impossible to build a parsimonious theory of human linguistic productivity independent of non-linguistic cognitive constraints.
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