Language Has Two Parameters: Narrative-Induced Semantic Plasticity and Phase-Sensitive Interpretation
A new paper proposes that language has two parameters: amplitude and phase. Amplitude measures how often words occur together, while phase determines how coactivated meanings combine. The authors argue that current language models lack an explicit representation for phase, which is necessary to capture nuances like allusion, irony, and quotation. They present six predictions to test their claim, which suggests that interpretation requires a second relational parameter indexed
A new paper proposes that language has two parameters: amplitude and phase. Amplitude measures how often words occur together, while phase determines how coactivated meanings combine. The authors argue that current language models lack an explicit representation for phase, which is necessary to capture nuances like allusion, irony, and quotation. They present six predictions to test their claim, which suggests that interpretation requires a second relational parameter indexed to individuals and dyads.
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Why it matters: This matters because it challenges the conventional wisdom in natural language processing (NLP) that current models are sufficient for capturing complex linguistic phenomena. If the authors' claims hold up, it could lead to significant advancements in NLP, particularly in areas like text understanding and generation.
Source: https://arxiv.org/abs/2608.18041
This article was originally published at: https://arxiv.org/abs/2608.18041