ICASSP 2022accepted0 citations
The Dawn of Quantum Natural Language Processing
Riccardo Di Sipio, Jia-Hong Huang, Samuel Yen-Chi Chen, Stefano Mangini, Marcel Worring
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.
BibTeX
@inproceedings{icassp2022_thedawnofquantum,
title = {The Dawn of Quantum Natural Language Processing},
author = {Riccardo Di Sipio and Jia-Hong Huang and Samuel Yen-Chi Chen and Stefano Mangini and Marcel Worring},
booktitle = {ICASSP 2022},
year = {2022}
}