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New theory enriches linguistics for LLM design · 2 sources tracked

By PulseAugur Editorial · [2 sources] ·

This paper proposes Elan Barenholtz's autogenerative theory as a way to enrich Roy Harris's Integrationist linguistics, particularly for computational approaches to language. The autogenerative theory addresses gaps in Integrationism by explaining how signs maintain openness, linking linguistic and non-linguistic semiotic activity, and detailing the structure of past linguistic interactions. For natural language processing and large language model design, this offers a principled understanding of the statistical structures LLMs utilize. AI

IMPACT Provides a theoretical framework for understanding the statistical structures exploited by LLMs in natural language processing.

RANK_REASON Academic paper published on arXiv discussing linguistic theory and its application to LLMs.

Read on arXiv cs.CL →

AI-generated summary · Google Gemini · from 2 sources. How we write summaries →

New theory enriches linguistics for LLM design · 2 sources tracked

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Academic paper published on arXiv discussing linguistic theory and its application to LLMs.
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COVERAGE [2]

  1. arXiv cs.AI TIER_1 English(EN) · J. Mark Bishop, Stephen J. Cowley ·

    How Do I Know What to Say Next? Barenholtz's Autogenerative Theory as an Enrichment of Harrisean Integrationism

    arXiv:2607.07891v1 Announce Type: cross Abstract: Roy Harris's Integrationist linguistics offers a compelling critique of the referentialist tradition embedded deep at the heart of computational approaches to language, arguing that language is not a code that maps onto a pre-give…

  2. arXiv cs.CL TIER_1 English(EN) · Stephen J. Cowley ·

    How Do I Know What to Say Next? Barenholtz's Autogenerative Theory as an Enrichment of Harrisean Integrationism

    Roy Harris's Integrationist linguistics offers a compelling critique of the referentialist tradition embedded deep at the heart of computational approaches to language, arguing that language is not a code that maps onto a pre-given world but a situated, bipartite activity oriente…

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