Marek Rei

Dr. Marek Rei is an Associate Professor in the Department of Computing at Imperial College London's Faculty of Engineering. His research bridges theoretical and applied aspects of artificial intelligence, with a focus on language model robustness, grammatical error correction, and biomedical informatics.

• Academic Affiliation: Department of Computing, Imperial College London
• Contact: marek.rei@imperial.ac.uk

Key research interests include:

• Natural language processing for error detection and correction
• Robustness and security in large language models
• Applications of NLP to sustainability analysis and clinical data
• Metaphor and hedge detection in text
• Multi-task learning frameworks

Recent publications emphasize trends in LLM robustness, with empirical studies on adversarial attacks, in-context learning, and domain-specific augmentation. He also contributes to sustainability modeling and biomedical NLP tasks like phenotype recognition.

Scientific Awards: No awards listed in provided data.

Advising: No student information available.

Labs/Teams: Affiliated with Imperial College London's Artificial Intelligence Network and Department of Computing.