THE DAWN OF QUANTUM NATURAL LANGUAGE PROCESSING
Riccardo Di Sipio, Jia-Hong Huang, Marcel Worring, Samuel Yen-Chi Chen, Stefano Mangini
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08 May 2022
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.
