Phong Le

Phong Le is a Reader in Machine Learning at the School of Computer Science, University of St Andrews, UK. His research bridges academia and industry, focusing on natural language processing, machine learning, and automated algorithm configuration. He explores fundamental scientific questions, particularly the emergence of human language.

Research Interests:

• Natural Language Processing: large language models, syntactic/semantic parsing, information extraction, language emergence
• Machine Learning: deep learning, reinforcement learning, weakly supervised learning
• Automated Algorithm Configuration

Publication Trends: Recent work focuses on deep reinforcement learning applications in parameter control for genetic algorithms and reward design in dynamic algorithm configuration. Collaborations span evolutionary computation and computational optimization.