Part-of-speech tagging and sentiment analysis using quantum computing

Bookmarks

Keep Up With Latest Trending Papers. Computer Science, AI and Machine Learning and more.Subscribe

The Dawn of Quantum Natural Language Processing

We discuss the initial attempts at boosting understanding human language based on deep-learning models with quantum computing.

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 analysisbased on the existing dataset.

Authors

Riccardo Di Sipio, Jia-Hong Huang, Samuel Yen-Chi Chen, Stefano Mangini, Marcel Worring

◐ Recommended Follows