Zheng Yuan

About

My research focuses on machine learning and deep learning for natural language processing, including real-world applications in education, healthcare, creativity, social media and finance, such as grammatical error correction, automated assessment, summarisation, machine translation, textual information extraction, text classification, emotion detection, and sentiment analysis. Current projects include computer-assisted language learning (CALL), human-centered NLP in educational contexts, computational approaches to code-switching and creative AI.