Search Results for author: Richie Yeung

Found 4 papers, 2 papers with code

A Quantum Natural Language Processing Approach to Musical Intelligence

1 code implementation10 Nov 2021 Eduardo Reck Miranda, Richie Yeung, Anna Pearson, Konstantinos Meichanetzidis, Bob Coecke

In particular, we are importing methods from the Distributional Compositional Categorical (DisCoCat) modelling framework for Natural Language Processing (NLP), motivated by musical grammars.

A CCG-Based Version of the DisCoCat Framework

no code implementations ACL (SemSpace, IWCS) 2021 Richie Yeung, Dimitri Kartsaklis

While the DisCoCat model (Coecke et al., 2010) has been proved a valuable tool for studying compositional aspects of language at the level of semantics, its strong dependency on pregroup grammars poses important restrictions: first, it prevents large-scale experimentation due to the absence of a pregroup parser; and second, it limits the expressibility of the model to context-free grammars.

Diagrammatic Differentiation for Quantum Machine Learning

no code implementations14 Mar 2021 Alexis Toumi, Richie Yeung, Giovanni De Felice

We introduce diagrammatic differentiation for tensor calculus by generalising the dual number construction from rigs to monoidal categories.

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