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 …

A CCG-based version of the DisCoCat framework

R Yeung, D Kartsaklis - arXiv preprint arXiv:2105.07720, 2021 - arxiv.org
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 …

What are the goals of distributional semantics?

G Emerson - arXiv preprint arXiv:2005.02982, 2020 - arxiv.org
Distributional semantic models have become a mainstay in NLP, providing useful features
for downstream tasks. However, assessing long-term progress requires explicit long-term …

Modelling lexical ambiguity with density matrices

F Meyer, M Lewis - arXiv preprint arXiv:2010.05670, 2020 - arxiv.org
Words can have multiple senses. Compositional distributional models of meaning have
been argued to deal well with finer shades of meaning variation known as polysemy, but are …

Parsing conjunctions in DisCoCirc

T Duneau - Proceedings of the 2021 Workshop on Semantic …, 2021 - aclanthology.org
In distributional compositional models of meaning logical words require special
interpretations, that specify the way in which other words in the sentence interact with each …

Traitement quantique des langues:{\'e} tat de l'art

S Campano, T Nabil, M Bothua - arXiv preprint arXiv:2406.15370, 2024 - arxiv.org
Cet article propose un état de l'art des travaux d'informatique quantique pour le traitement
automatique des langues (TAL). Leur objectif est d'améliorer les performances des modèles …

Solving logical puzzles in DisCoCirc

T Duneau - Journal of Cognitive Science, 2021 - kiss.kstudy.com
Finding a full solution to logical puzzles, from parsing the text to arriving at the answer, forms
an active area of research in artificial intelligence. In this paper, we address an initial subset …

Vertical Meaning: Interpersonal Data in Quantum Circuits via Japanese Honorifics

RD Walton - 2024 - preprints.org
This paper proposes a novel concept within Quantum Natural Language Processing (QNLP)
to encode the interpersonal metafunction of Systemic Functional Linguistics (SFL) …