2022 IEEE International Conference on Acoustics, Speech, and Signal Processing
Book subtitle
proceedings : 7-13 May 2022, virtual (all paper presentations), 22-27 May 2022, main venue: Marina Bay Sands Expo & Convention Center, Singapore, satellite venue: Shenzhen, China
ISBN
9781665405416
ISBN (electronic)
9781665405409
Event
47th IEEE International Conference on Acoustics, Speech, and Signal Processing
Pages (from-to)
8612-8616
Publisher
Piscataway, NJ: IEEE
Organisations
Faculty of Science (FNWI) - Informatics Institute (IVI)
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.
