The grip of grammar on meaning uncertainty: cross-linguistic evidence, neural correlates, and clinical relevance

arXiv cs.CL / 5/5/2026

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Key Points

  • The study argues that isolated word meanings are inherently uncertain, and that combining words in context—especially through grammar—systematically reduces this uncertainty across languages.
  • The authors quantify “uncertainty compression” by comparing non-contextual surprisal (from lexical frequency) with contextual surprisal computed from grammar-sensitive neural models.
  • Evidence from narrative data in 20 languages shows that contextual surprisal drops relative to frequency-based surprisal, and that this decrease mirrors the processing cost of reversing word order.
  • fMRI results indicate that both surprisal and its grammar-driven reduction predict brain activity during comprehension and production, with overlapping but distinct neural regions.
  • The uncertainty reduction effect is significantly weakened in aphasia, dementia, and schizophrenia, while remaining intact in cases where the primary deficit is not language, suggesting clinical relevance for grammar-based mechanisms of meaning.

Abstract

Isolated word meanings are inherently uncertain. This uncertainty reduces when they are combined and anchored in context. We propose that grammar compresses meaning uncertainty cross-linguistically, which is reflected in brain and selectively disrupted in disorders. Compression was operationalized as the relative difference between non-contextual surprisal estimated from lexical frequency, and contextual surprisal from grammar-sensitive models. In narratives from 20 languages, contextual surprisal reduced frequency-based surprisal. This reduction closely tracked the surprisal cost of reversing word order, and scaled with richer, non-redundant lexis as organized by more complex but optimal dependency structure. During fMRI, surprisal and its reduction explained BOLD activity for comprehension and production in overlapping but distinct regions. Uncertainty reduction was significantly attenuated in aphasia, dementia, and schizophrenia, but remained intact where primary deficit is not language. These findings position uncertainty reduction via grammar as a foundational concept that illuminates principles, brain basis, and disruptions of language.

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