Search Results for author: Konstantinos Meichanetzidis

Found 9 papers, 3 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.

How to make qubits speak

no code implementations2 Jul 2021 Bob Coecke, Giovanni De Felice, Konstantinos Meichanetzidis, Alexis Toumi

This is a story about making quantum computers speak, and doing so in a quantum-native, compositional and meaning-aware manner.

Question Answering

QNLP in Practice: Running Compositional Models of Meaning on a Quantum Computer

no code implementations25 Feb 2021 Robin Lorenz, Anna Pearson, Konstantinos Meichanetzidis, Dimitri Kartsaklis, Bob Coecke

Quantum Natural Language Processing (QNLP) deals with the design and implementation of NLP models intended to be run on quantum hardware.

Sentence Classification

Foundations for Near-Term Quantum Natural Language Processing

no code implementations7 Dec 2020 Bob Coecke, Giovanni De Felice, Konstantinos Meichanetzidis, Alexis Toumi

We recall how the quantum model for natural language that we employ canonically combines linguistic meanings with rich linguistic structure, most notably grammar.

Grammar-Aware Question-Answering on Quantum Computers

no code implementations7 Dec 2020 Konstantinos Meichanetzidis, Alexis Toumi, Giovanni De Felice, Bob Coecke

Natural language processing (NLP) is at the forefront of great advances in contemporary AI, and it is arguably one of the most challenging areas of the field.

Question Answering

Quantum Natural Language Processing on Near-Term Quantum Computers

no code implementations8 May 2020 Konstantinos Meichanetzidis, Stefano Gogioso, Giovanni de Felice, Nicolò Chiappori, Alexis Toumi, Bob Coecke

In this work, we describe a full-stack pipeline for natural language processing on near-term quantum computers, aka QNLP.

Language Modelling Quantum Machine Learning

Meaning updating of density matrices

no code implementations3 Jan 2020 Bob Coecke, Konstantinos Meichanetzidis

This result is of interest to quantum foundations, as it bridges the work in Categorical Quantum Mechanics (CQM) with that on conditional quantum states.

Functorial Question Answering

1 code implementation17 May 2019 Giovanni de Felice, Konstantinos Meichanetzidis, Alexis Toumi

Distributional compositional (DisCo) models are functors that compute the meaning of a sentence from the meaning of its words.

Question Answering

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