BanTech Think Tank

May 31, 2025 · Artificial Intelligence

Quantum NLP Enhances Accuracy of Bank Policy Text Classification

The paper investigates how a Quantum Convolutional Neural Network (QCNN) can classify complex bank policy documents, compares it with a classical TextCNN on 50‑ and 100‑sample scenarios, and shows QCNN achieves up to 7‑12% higher accuracy and F1 scores, reducing compliance risk.