Séminaire CANA : Alexis Toumi - Category Theory for Quantum Natural Language Processing [29 novembre 2022]
Description
Quantum natural language processing (QNLP) is the use of quantum computing to solve NLP tasks faster than any classical computer. In my PhD, I used category theory to implement QNLP models as homomorphisms from natural language grammar to parameterised quantum circuits. I will aim to explain my thesis from scratch, without assuming any knowledge of category theory, quantum computing or natural language processing: no equations, only diagrams! If time permits, I will give a demo of DisCoPy, the Python toolkit for computing with string diagrams which we used to run the first NLP experiments on quantum hardware.
Informations
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Ajouté par :
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Mis à jour le :
29 novembre 2022 15:17 -
Durée :
01:05:42 -
Nombre de vues :
24 -
Type :
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Langue principale :
Français -
Discipline(s) :