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News/The Cognitive Categorical Transformer: Category-Theoretic Inductive Biases for Language Modeling
arxiv
PublishedMay 29, 2026 at 4:00 AM
▲bullish

The Cognitive Categorical Transformer: Category-Theoretic Inductive Biases for Language Modeling

Source
arxiv.orgfull article ↗
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Publisher summary· verbatim

arXiv:2605.28864v1 Announce Type: new Abstract: The Cognitive Categorical Transformer (CCT) is a 306M-parameter architecture that augments a pretrained GPT-2 Small backbone with cognitively grounded components derived from category theory and several inspirations from cognitive science. Under a matc

Models mentioned
02
  • 01gpt2 logo
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    gpt2/small
  • 02gpt2 logo
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    gpt2/large
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Discussion
Mentioned models
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    Cognitive Categorical Transformer (CCT)
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    small
    gpt2/small
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    large
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arxiv
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Tags
04
#language-models#transformers#cognitive-science#category-theory

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Mentioned models
03
  • 01
    Cognitive Categorical Transformer (CCT)
  • 02
    small
    gpt2/small
  • 03
    large
    gpt2/large
Source
↗
arxiv
Read original ↗All from arxiv →
Tags
04
#language-models#transformers#cognitive-science#category-theory
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