A Quantum-like Approach to Semantic Text Classification

A Quantum-like Approach to Semantic Text Classification

In this work, we conduct a sentiment analysis of English-language reviews using a quantum-like (wave-based) model of text representation. This model is explored as an alternative to machine learning (ML) techniques for text classification and analysis tasks. Special attention is given to the problem...

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Bibliographic Details
Main Authors: Anastasia S. Gruzdeva, Rodion N. Iurev, Igor A. Bessmertny, Andrei Y. Khrennikov, Alexander P. Alodjants
Format: Article
Language:English
Published: MDPI AG 2025-07-01
Series:Entropy
Subjects:
quantum-like heuristic algorithms
text classification
sentiment analysis
interference
vector-space language model
Online Access:https://www.mdpi.com/1099-4300/27/7/767
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