mlsanityData to 14 Oct 2026

The natural stability of autonomous morphology

arXiv 2411.03811 ↗First posted 6 Nov 2024cs.CLcited by 1

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Abstract (arXiv)

Autonomous morphology, such as inflection class systems and paradigmatic distribution patterns, is widespread and diachronically resilient in natural language. Why this should be so has remained unclear given that autonomous morphology imposes learning costs, offers no clear benefit relative to its absence and could easily be removed by the analogical forces which are constantly reshaping it. Here we propose an explanation for the resilience of autonomous morphology, in terms of a diachronic dynamic of attraction and repulsion between morphomic categories, which emerges spontaneously from a simple paradigm cell filling process. Employing computational evolutionary models, our key innovation is to bring to light the role of `dissociative evidence', i.e., evidence for inflectional distinctiveness which a rational reasoner will have access to during analogical inference. Dissociative evidence creates a repulsion dynamic which prevents morphomic classes from collapsing together entirely, i.e., undergoing complete levelling. As we probe alternative models, we reveal the limits of conditional entropy as a measure for predictability in systems that are undergoing change. Finally, we demonstrate that autonomous morphology, far from being `unnatural' (e.g. citealtAronoff1994), is rather the natural (emergent) consequence of a natural (rational) process of inference applied to inflectional systems.

Key facts. Cited by 1 paper in the map (data through 14 Oct 2026). Builds on 1 of its 92 references that are in the map. First posted on arXiv 6 Nov 2024.

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1 of 92 references.

References · 1

  1. 2018On the Complexity and Typology of Inflectional Morphological Systemscited by 15

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