[HTML][HTML] Quantum natural language processing: Challenges and opportunities

R Guarasci, G De Pietro, M Esposito - Applied sciences, 2022 - mdpi.com
The meeting between Natural Language Processing (NLP) and Quantum Computing has
been very successful in recent years, leading to the development of several approaches of …

QNLP in practice: Running compositional models of meaning on a quantum computer

R Lorenz, A Pearson, K Meichanetzidis… - Journal of Artificial …, 2023 - jair.org
Abstract Quantum Natural Language Processing (QNLP) deals with the design and
implementation of NLP models intended to be run on quantum hardware. In this paper, we …

Foundations for near-term quantum natural language processing

B Coecke, G de Felice, K Meichanetzidis… - arXiv preprint arXiv …, 2020 - arxiv.org
We provide conceptual and mathematical foundations for near-term quantum natural
language processing (QNLP), and do so in quantum computer scientist friendly terms. We …

[PDF][PDF] Grammar-aware question-answering on quantum computers

K Meichanetzidis, A Toumi… - arXiv preprint …, 2020 - cqwbkpro.s3.eu-west-2.amazonaws …
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. At the same time, with the …

Application of quantum natural language processing for language translation

M Abbaszade, V Salari, SS Mousavi, M Zomorodi… - IEEE …, 2021 - ieeexplore.ieee.org
In this paper, we develop compositional vector-based semantics of positive transitive
sentences using quantum natural language processing (Q-NLP) to compare the …

[HTML][HTML] Compositional operators in distributional semantics

D Kartsaklis - Springer Science Reviews, 2014 - Springer
This survey presents in some detail the main advances that have been recently taking place
in Computational Linguistics towards the unification of the two prominent semantic …

The mathematics of text structure

B Coecke - Joachim Lambek: The Interplay of Mathematics, Logic …, 2021 - Springer
In previous work we gave a mathematical foundation, referred to as DisCoCat, for how
words interact in a sentence in order to produce the meaning of that sentence. To do so, we …

An introduction to string diagrams for computer scientists

R Piedeleu, F Zanasi - arXiv preprint arXiv:2305.08768, 2023 - arxiv.org
This document is an elementary introduction to string diagrams. It takes a computer science
perspective: rather than using category theory as a starting point, we build on intuitions from …

Quantum picturalism: learning quantum theory in high school

S Dündar-Coecke, L Yeh, C Puca… - 2023 IEEE …, 2023 - ieeexplore.ieee.org
Quantum theory is often regarded as challenging to learn and teach, with advanced
mathematical prerequisites ranging from complex numbers and probability theory to matrix …

Quantum natural language processing on near-term quantum computers

K Meichanetzidis, S Gogioso, G De Felice… - arXiv preprint arXiv …, 2020 - arxiv.org
In this work, we describe a full-stack pipeline for natural language processing on near-term
quantum computers, aka QNLP. The language-modelling framework we employ is that of …