We propose a new application of quantum computing to the field of natural language processing. Ongoing work in this field attempts to incorporate grammatical structure into algorithms that …

Apr 11, 2024 · This paper describes experiments showing that some tasks in natural language processing (NLP) can already be performed using quantum computers, though so far only with …

Jul 1, 2023 · As quantum computing technology advances and more efficient algorithms are developed, QNLP could revolutionize natural language processing, opening up new avenues …

Oct 1, 2023 · Quantum machine learning algorithms take advantage of the fast processing of quantum computing and show speedup compared to their classical counterpart. Natural …

Aug 3, 2016 · We propose a new application of quantum computing to the field of natural language processing. Ongoing work in this field attempts to incorporate grammatical structure …

composed using tensor products to form sentences, in the same way qubits can be tensorized to create many-body quantum systems. These systems can be then implemented in quantum …

Feb 28, 2025 · We introduce efficient tensor network models for sequence processing motivated by correspondence to probabilistic graphical models, interpretability and resource …

The fundamental unit of all quantum computation is a qubit, or quantum bit. The state of a qubit is represented using a unit vector in a 2-dimensional complex vector space (C 2 ) [14].

We examine the art of word embed-dings and sequential models, proposing some avenues for future investigation and discussing the tradeofs present in these directions. We also highlight …

Sep 20, 2024 · This paper surveys the state of this area, showing how NLP-related techniques have been used in quantum language processing. We examine the art of word embeddings …