Séminaire CANA : Alexis Toumi - Category Theory for Quantum Natural Language Processing [Nov. 29, 2022]
Summary
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.
Infos
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Added by:
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Updated on:
Nov. 29, 2022, 3:17 p.m. -
Duration:
01:05:42 -
Number of views:
22 -
Type:
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Main language:
French -
Discipline(s):