The Dawn of Quantum Natural Language Processing
100 Citations•2022•
R. Di Sipio, Jia-Hong Huang, Samuel Yen-Chi Chen
ICASSP 2022 - 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)
A quantum-enhanced Long Short-Term Memory network is successfully trained to perform the parts-of-speech tagging task via numerical simulations and a Quantum Transformer is proposed to performs the sentiment analysis based on the existing dataset.
Abstract
In this paper, we discuss the initial attempts at boosting understanding human language based on deep-learning models with quantum computing. We successfully train a quantum-enhanced Long Short-Term Memory network to perform the parts-of-speech tagging task via numerical simulations. Moreover, a quantum-enhanced Transformer is proposed to perform the sentiment analysis based on the existing dataset.