Tai-Danae Bradley - An Enriched Category Theory of Language - IPAM at UCLA
Автор: Institute for Pure & Applied Mathematics (IPAM)
Загружено: 2024-11-05
Просмотров: 3022
Recorded 05 November 2024. Tai-Danae Bradley of SandboxAQ presents "An Enriched Category Theory of Language" at IPAM's Naturalistic Approaches to Artificial Intelligence Workshop.
Abstract: Exploring mathematical structure in language may offer valuable insights into questions surrounding large language models. In this talk, we propose that enriched category theory can provide a natural framework for investigating the passage from texts, and probability distributions on them, to a more semantically meaningful space. Motivated by analogies between linear algebra and category theory, we will define a category of expressions in language enriched over the unit interval and then pass to a certain class of functions on those expressions. As we will see, the latter setting has rich mathematical structure and comes with ready-made tools in which to explore that structure.
Learn more online at: https://www.ipam.ucla.edu/programs/wo...
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